tag:blogger.com,1999:blog-57177417509350937422024-03-09T02:13:21.576-08:00CynoSure PrimeUnknownnoreply@blogger.comBlogger15125tag:blogger.com,1999:blog-5717741750935093742.post-21770273619046211552023-08-15T18:27:00.007-07:002023-08-16T17:02:08.914-07:00Korelogic's CMIYC 2023 @ DEF CON 31 Write-up<p> <span face="Arial, sans-serif" style="font-size: 11pt; font-weight: 700; white-space-collapse: preserve;">Members that participated (10 crackers/ 1 support)</span></p><span id="docs-internal-guid-2e06ca18-7fff-91d4-6631-256dfbc16739"><ul style="margin-bottom: 0px; margin-top: 0px; padding-inline-start: 48px;"><li aria-level="1" dir="ltr" style="font-family: Arial, sans-serif; font-size: 11pt; font-variant-alternates: normal; font-variant-east-asian: normal; font-variant-numeric: normal; list-style-type: disc; vertical-align: baseline; white-space: pre;"><p dir="ltr" role="presentation" style="line-height: 1.38; margin-bottom: 0pt; margin-top: 0pt;"><span style="font-size: 11pt; font-variant-alternates: normal; font-variant-east-asian: normal; font-variant-numeric: normal; text-wrap: wrap; vertical-align: baseline;">s3in!c</span></p></li><li aria-level="1" dir="ltr" style="font-family: Arial, sans-serif; font-size: 11pt; font-variant-alternates: normal; font-variant-east-asian: normal; font-variant-numeric: normal; list-style-type: disc; vertical-align: baseline; white-space: pre;"><p dir="ltr" role="presentation" style="line-height: 1.38; margin-bottom: 0pt; margin-top: 0pt;"><span style="font-size: 11pt; font-variant-alternates: normal; font-variant-east-asian: normal; font-variant-numeric: normal; text-wrap: wrap; vertical-align: baseline;">golem445</span></p></li><li aria-level="1" dir="ltr" style="font-family: Arial, sans-serif; font-size: 11pt; font-variant-alternates: normal; font-variant-east-asian: normal; font-variant-numeric: normal; list-style-type: disc; vertical-align: baseline; white-space: pre;"><p dir="ltr" role="presentation" style="line-height: 1.38; margin-bottom: 0pt; margin-top: 0pt;"><span style="font-size: 11pt; font-variant-alternates: normal; font-variant-east-asian: normal; font-variant-numeric: normal; text-wrap: wrap; vertical-align: baseline;">hops</span></p></li><li aria-level="1" dir="ltr" style="font-family: Arial, sans-serif; font-size: 11pt; font-variant-alternates: normal; font-variant-east-asian: normal; font-variant-numeric: normal; list-style-type: disc; vertical-align: baseline; white-space: pre;"><p dir="ltr" role="presentation" style="line-height: 1.38; margin-bottom: 0pt; margin-top: 0pt;"><span style="font-size: 11pt; font-variant-alternates: normal; font-variant-east-asian: normal; font-variant-numeric: normal; text-wrap: wrap; vertical-align: baseline;">blazer</span></p></li><li aria-level="1" dir="ltr" style="font-family: Arial, sans-serif; font-size: 11pt; font-variant-alternates: normal; font-variant-east-asian: normal; font-variant-numeric: normal; list-style-type: disc; vertical-align: baseline; white-space: pre;"><p dir="ltr" role="presentation" style="line-height: 1.38; margin-bottom: 0pt; margin-top: 0pt;"><span style="font-size: 11pt; font-variant-alternates: normal; font-variant-east-asian: normal; font-variant-numeric: normal; text-wrap: wrap; vertical-align: baseline;">gearjunkie</span></p></li><li aria-level="1" dir="ltr" style="font-family: Arial, sans-serif; font-size: 11pt; font-variant-alternates: normal; font-variant-east-asian: normal; font-variant-numeric: normal; list-style-type: disc; vertical-align: baseline; white-space: pre;"><p dir="ltr" role="presentation" style="line-height: 1.38; margin-bottom: 0pt; margin-top: 0pt;"><span style="font-size: 11pt; font-variant-alternates: normal; font-variant-east-asian: normal; font-variant-numeric: normal; text-wrap: wrap; vertical-align: baseline;">winxp5421</span></p></li><li aria-level="1" dir="ltr" style="font-family: Arial, sans-serif; font-size: 11pt; font-variant-alternates: normal; font-variant-east-asian: normal; font-variant-numeric: normal; list-style-type: disc; vertical-align: baseline; white-space: pre;"><p dir="ltr" role="presentation" style="line-height: 1.38; margin-bottom: 0pt; margin-top: 0pt;"><span style="font-size: 11pt; font-variant-alternates: normal; font-variant-east-asian: normal; font-variant-numeric: normal; text-wrap: wrap; vertical-align: baseline;">AMD</span></p></li><li aria-level="1" dir="ltr" style="font-family: Arial, sans-serif; font-size: 11pt; font-variant-alternates: normal; font-variant-east-asian: normal; font-variant-numeric: normal; list-style-type: disc; vertical-align: baseline; white-space: pre;"><p dir="ltr" role="presentation" style="line-height: 1.38; margin-bottom: 0pt; margin-top: 0pt;"><span style="font-size: 11pt; font-variant-alternates: normal; font-variant-east-asian: normal; font-variant-numeric: normal; text-wrap: wrap; vertical-align: baseline;">cvsi</span></p></li><li aria-level="1" dir="ltr" style="font-family: Arial, sans-serif; font-size: 11pt; font-variant-alternates: normal; font-variant-east-asian: normal; font-variant-numeric: normal; list-style-type: disc; vertical-align: baseline; white-space: pre;"><p dir="ltr" role="presentation" style="line-height: 1.38; margin-bottom: 0pt; margin-top: 0pt;"><span style="font-size: 11pt; font-variant-alternates: normal; font-variant-east-asian: normal; font-variant-numeric: normal; text-wrap: wrap; vertical-align: baseline;">pdo</span></p></li><li aria-level="1" dir="ltr" style="font-family: Arial, sans-serif; font-size: 11pt; font-variant-alternates: normal; font-variant-east-asian: normal; font-variant-numeric: normal; list-style-type: disc; vertical-align: baseline; white-space: pre;"><p dir="ltr" role="presentation" style="line-height: 1.38; margin-bottom: 0pt; margin-top: 0pt;"><span style="font-size: 11pt; font-variant-alternates: normal; font-variant-east-asian: normal; font-variant-numeric: normal; text-wrap: wrap; vertical-align: baseline;">Waffle</span></p></li><li aria-level="1" dir="ltr" style="font-family: Arial, sans-serif; font-size: 11pt; font-variant-alternates: normal; font-variant-east-asian: normal; font-variant-numeric: normal; list-style-type: disc; vertical-align: baseline; white-space: pre;"><p dir="ltr" role="presentation" style="line-height: 1.38; margin-bottom: 12pt; margin-top: 0pt;"><span style="font-size: 11pt; font-variant-alternates: normal; font-variant-east-asian: normal; font-variant-numeric: normal; text-wrap: wrap; vertical-align: baseline;">Usasoft (support)</span></p></li></ul><p dir="ltr" style="line-height: 1.38; margin-bottom: 12pt; margin-top: 0pt;"><span face="Arial, sans-serif" style="font-size: 11pt; font-style: italic; font-variant-alternates: normal; font-variant-east-asian: normal; font-variant-numeric: normal; vertical-align: baseline; white-space-collapse: preserve;">Peak computing power (25-30 standardized to 4090)</span></p><p dir="ltr" style="line-height: 1.38; margin-bottom: 12pt; margin-top: 0pt; text-align: justify;"><span face="Arial, sans-serif" style="font-size: 11pt; font-variant-alternates: normal; font-variant-east-asian: normal; font-variant-numeric: normal; font-weight: 700; vertical-align: baseline; white-space-collapse: preserve;">Before the contest</span></p><p dir="ltr" style="line-height: 1.38; margin-bottom: 12pt; margin-top: 12pt; text-align: justify;"><span face="Arial, sans-serif" style="font-size: 11pt; font-variant-alternates: normal; font-variant-east-asian: normal; font-variant-numeric: normal; vertical-align: baseline; white-space-collapse: preserve;">The test hashes gave us a gleam of what the potential hash data would look like. After successfully cracking all the test hashes, we noticed very heavy use of UTF-8 encoded characters. We ensured we had adequate tooling to handle UTF-8 strings, detect character sets and expanded toolkits to leverage translation API for batch language translations. We also created tooling to parse the yaml data into usable and more manipulable formats. </span></p><p dir="ltr" style="line-height: 1.38; margin-bottom: 12pt; margin-top: 12pt; text-align: justify;"><span face="Arial, sans-serif" style="font-size: 11pt; font-variant-alternates: normal; font-variant-east-asian: normal; font-variant-numeric: normal; font-weight: 700; vertical-align: baseline; white-space-collapse: preserve;">During the contest</span></p><p dir="ltr" style="line-height: 1.38; margin-bottom: 12pt; margin-top: 12pt; text-align: justify;"><span face="Arial, sans-serif" style="font-size: 11pt; font-variant-alternates: normal; font-variant-east-asian: normal; font-variant-numeric: normal; vertical-align: baseline; white-space-collapse: preserve;">Our very first issue we encountered was the {ssha512} hashes, since hashcat outputs these as {SSHA512} we had to quickly update our system to perform some translations to handle the alternate case.</span></p><p dir="ltr" style="line-height: 1.38; margin-bottom: 12pt; margin-top: 12pt; text-align: justify;"><span face="Arial, sans-serif" style="font-size: 11pt; font-variant-alternates: normal; font-variant-east-asian: normal; font-variant-numeric: normal; vertical-align: baseline; white-space-collapse: preserve;">We identified the timestamp pattern early on and those were used to quickly gain cracks on bcrypt. The metadata did throw us off a little bit initially as we were not totally sure how it was incorporated into the plaintext. Early on we were unsure whether they gave us a hint or whether the plaintext contained a portion or manipulated form of the metadata. Due to the insanely slow hashrate of bcrypt and <strike>sha512crypt</strike> sha256crypt it took our team quite some time to gather enough samples to deduce that the plaintext patterns were distributed across all the algorithms evenly. </span></p><p dir="ltr" style="line-height: 1.38; margin-bottom: 12pt; margin-top: 12pt; text-align: justify;"><span face="Arial, sans-serif" style="font-size: 11pt; font-variant-alternates: normal; font-variant-east-asian: normal; font-variant-numeric: normal; vertical-align: baseline; white-space-collapse: preserve;">We were quite perplexed 12 hours into the contest by how other teams were able to consistently yield cracks for bcrypt while it appeared we were not really traveling anywhere. </span><span face="Arial, sans-serif" style="font-size: 11pt; white-space-collapse: preserve;">Once the plains were analyzed we identified some movie lines. We initially started off with Star Wars movie lines, then progressed to Star Trek movie lines, these were the following critical patterns identified.</span></p><p dir="ltr" style="line-height: 1.38; margin-bottom: 12pt; margin-top: 12pt;"><span face="Arial, sans-serif" style="font-size: 11pt; font-variant-alternates: normal; font-variant-east-asian: normal; font-variant-numeric: normal; vertical-align: baseline; white-space-collapse: preserve;">Lines containing 2,3,4 words were extracted based on the word boundaries from movie scripts/subtitle files, then divided into various lengths for attacks</span></p><ul style="margin-bottom: 0px; margin-top: 0px; padding-inline-start: 48px;"><li aria-level="1" dir="ltr" style="font-family: Arial, sans-serif; font-size: 11pt; font-variant-alternates: normal; font-variant-east-asian: normal; font-variant-numeric: normal; list-style-type: disc; vertical-align: baseline; white-space: pre;"><p dir="ltr" role="presentation" style="line-height: 1.38; margin-bottom: 0pt; margin-top: 12pt;"><span style="font-size: 11pt; font-variant-alternates: normal; font-variant-east-asian: normal; font-variant-numeric: normal; text-wrap: wrap; vertical-align: baseline;">Len13?s (where s = !@$%)</span></p></li><li aria-level="1" dir="ltr" style="font-family: Arial, sans-serif; font-size: 11pt; font-variant-alternates: normal; font-variant-east-asian: normal; font-variant-numeric: normal; list-style-type: disc; vertical-align: baseline; white-space: pre;"><p dir="ltr" role="presentation" style="line-height: 1.38; margin-bottom: 0pt; margin-top: 0pt;"><span style="font-size: 11pt; font-variant-alternates: normal; font-variant-east-asian: normal; font-variant-numeric: normal; text-wrap: wrap; vertical-align: baseline;">Len12?d?s (where s=!@$%)</span></p></li><li aria-level="1" dir="ltr" style="font-family: Arial, sans-serif; font-size: 11pt; font-variant-alternates: normal; font-variant-east-asian: normal; font-variant-numeric: normal; list-style-type: disc; vertical-align: baseline; white-space: pre;"><p dir="ltr" role="presentation" style="line-height: 1.38; margin-bottom: 12pt; margin-top: 0pt;"><span style="font-size: 11pt; font-variant-alternates: normal; font-variant-east-asian: normal; font-variant-numeric: normal; text-wrap: wrap; vertical-align: baseline;">Len14+ suffix 1</span></p></li></ul><p dir="ltr" style="line-height: 1.38; margin-bottom: 12pt; margin-top: 12pt; text-align: justify;"><span face="Arial, sans-serif" style="font-size: 11pt; font-variant-alternates: normal; font-variant-east-asian: normal; font-variant-numeric: normal; vertical-align: baseline; white-space-collapse: preserve;">We initially were not totally sure whether all the symbols were used or what the specific attributes were, so there were wasted resources used to check these. However, as the runs progressed, we were able to reduce the keyspace by improving our parameters, such as using only certain suffix patterns with certain lengths.</span></p><p dir="ltr" style="line-height: 1.38; margin-bottom: 12pt; margin-top: 12pt; text-align: justify;"><span face="Arial, sans-serif" style="font-size: 11pt; font-variant-alternates: normal; font-variant-east-asian: normal; font-variant-numeric: normal; vertical-align: baseline; white-space-collapse: preserve;">Once we knew the correlation between the hash sets, it was merely a game of attacking the fastest algorithm MD5, then filtering the attacks through all the algorithms to maximize points. Since we used a much larger repertoire of movie lines and corpuses on the faster hash types, we used the obligatory ChatGPT to identify the origin of the phrases. This involved converting our cracks to base words and asking where the phrases came from. Once all the sources were identified, we manually gathered all the movie lines/srt files and processed them as described above. Very large tasks were spawned to cover exactly those patterns, which gave us consistent cracks throughout the contest. The list below were the films we identified.</span><span face="Arial, sans-serif" style="font-size: 11pt; font-variant-alternates: normal; font-variant-east-asian: normal; font-variant-numeric: normal; vertical-align: baseline; white-space-collapse: preserve;"><br /></span></p><ul style="margin-bottom: 0px; margin-top: 0px; padding-inline-start: 48px;"><li aria-level="1" dir="ltr" style="font-family: Arial, sans-serif; font-size: 11pt; font-variant-alternates: normal; font-variant-east-asian: normal; font-variant-numeric: normal; list-style-type: disc; vertical-align: baseline; white-space: pre;"><p dir="ltr" role="presentation" style="line-height: 1.2; margin-bottom: 0pt; margin-top: 0pt;"><span style="font-size: 11pt; font-variant-alternates: normal; font-variant-east-asian: normal; font-variant-numeric: normal; text-wrap: wrap; vertical-align: baseline;">This was the movie list we used</span></p></li><li aria-level="1" dir="ltr" style="font-family: Arial, sans-serif; font-size: 11pt; font-variant-alternates: normal; font-variant-east-asian: normal; font-variant-numeric: normal; list-style-type: disc; vertical-align: baseline; white-space: pre;"><p dir="ltr" role="presentation" style="line-height: 1.2; margin-bottom: 0pt; margin-top: 0pt;"><span style="font-size: 11pt; font-variant-alternates: normal; font-variant-east-asian: normal; font-variant-numeric: normal; text-wrap: wrap; vertical-align: baseline;">2001 A Space Odyssey</span></p></li><li aria-level="1" dir="ltr" style="font-family: Arial, sans-serif; font-size: 11pt; font-variant-alternates: normal; font-variant-east-asian: normal; font-variant-numeric: normal; list-style-type: disc; vertical-align: baseline; white-space: pre;"><p dir="ltr" role="presentation" style="line-height: 1.2; margin-bottom: 0pt; margin-top: 0pt;"><span style="font-size: 11pt; font-variant-alternates: normal; font-variant-east-asian: normal; font-variant-numeric: normal; text-wrap: wrap; vertical-align: baseline;">Alien series</span></p></li><li aria-level="1" dir="ltr" style="font-family: Arial, sans-serif; font-size: 11pt; font-variant-alternates: normal; font-variant-east-asian: normal; font-variant-numeric: normal; list-style-type: disc; vertical-align: baseline; white-space: pre;"><p dir="ltr" role="presentation" style="line-height: 1.2; margin-bottom: 0pt; margin-top: 0pt;"><span style="font-size: 11pt; font-variant-alternates: normal; font-variant-east-asian: normal; font-variant-numeric: normal; text-wrap: wrap; vertical-align: baseline;">Army of Darkness</span></p></li><li aria-level="1" dir="ltr" style="font-family: Arial, sans-serif; font-size: 11pt; font-variant-alternates: normal; font-variant-east-asian: normal; font-variant-numeric: normal; list-style-type: disc; vertical-align: baseline; white-space: pre;"><p dir="ltr" role="presentation" style="line-height: 1.2; margin-bottom: 0pt; margin-top: 0pt;"><span style="font-size: 11pt; font-variant-alternates: normal; font-variant-east-asian: normal; font-variant-numeric: normal; text-wrap: wrap; vertical-align: baseline;">Battlestar Galactica</span></p></li><li aria-level="1" dir="ltr" style="font-family: Arial, sans-serif; font-size: 11pt; font-variant-alternates: normal; font-variant-east-asian: normal; font-variant-numeric: normal; list-style-type: disc; vertical-align: baseline; white-space: pre;"><p dir="ltr" role="presentation" style="line-height: 1.2; margin-bottom: 0pt; margin-top: 0pt;"><span style="font-size: 11pt; font-variant-alternates: normal; font-variant-east-asian: normal; font-variant-numeric: normal; text-wrap: wrap; vertical-align: baseline;">Blade Runner</span></p></li><li aria-level="1" dir="ltr" style="font-family: Arial, sans-serif; font-size: 11pt; font-variant-alternates: normal; font-variant-east-asian: normal; font-variant-numeric: normal; list-style-type: disc; vertical-align: baseline; white-space: pre;"><p dir="ltr" role="presentation" style="line-height: 1.2; margin-bottom: 0pt; margin-top: 0pt;"><span style="font-size: 11pt; font-variant-alternates: normal; font-variant-east-asian: normal; font-variant-numeric: normal; text-wrap: wrap; vertical-align: baseline;">Close Encounters of the Third Kind</span></p></li><li aria-level="1" dir="ltr" style="font-family: Arial, sans-serif; font-size: 11pt; font-variant-alternates: normal; font-variant-east-asian: normal; font-variant-numeric: normal; list-style-type: disc; vertical-align: baseline; white-space: pre;"><p dir="ltr" role="presentation" style="line-height: 1.2; margin-bottom: 0pt; margin-top: 0pt;"><span style="font-size: 11pt; font-variant-alternates: normal; font-variant-east-asian: normal; font-variant-numeric: normal; text-wrap: wrap; vertical-align: baseline;">Contact</span></p></li><li aria-level="1" dir="ltr" style="font-family: Arial, sans-serif; font-size: 11pt; font-variant-alternates: normal; font-variant-east-asian: normal; font-variant-numeric: normal; list-style-type: disc; vertical-align: baseline; white-space: pre;"><p dir="ltr" role="presentation" style="line-height: 1.2; margin-bottom: 0pt; margin-top: 0pt;"><span style="font-size: 11pt; font-variant-alternates: normal; font-variant-east-asian: normal; font-variant-numeric: normal; text-wrap: wrap; vertical-align: baseline;">Dune</span></p></li><li aria-level="1" dir="ltr" style="font-family: Arial, sans-serif; font-size: 11pt; font-variant-alternates: normal; font-variant-east-asian: normal; font-variant-numeric: normal; list-style-type: disc; vertical-align: baseline; white-space: pre;"><p dir="ltr" role="presentation" style="line-height: 1.2; margin-bottom: 0pt; margin-top: 0pt;"><span style="font-size: 11pt; font-variant-alternates: normal; font-variant-east-asian: normal; font-variant-numeric: normal; text-wrap: wrap; vertical-align: baseline;">Event Horizon</span></p></li><li aria-level="1" dir="ltr" style="font-family: Arial, sans-serif; font-size: 11pt; font-variant-alternates: normal; font-variant-east-asian: normal; font-variant-numeric: normal; list-style-type: disc; vertical-align: baseline; white-space: pre;"><p dir="ltr" role="presentation" style="line-height: 1.2; margin-bottom: 0pt; margin-top: 0pt;"><span style="font-size: 11pt; font-variant-alternates: normal; font-variant-east-asian: normal; font-variant-numeric: normal; text-wrap: wrap; vertical-align: baseline;">Ex Machina</span></p></li><li aria-level="1" dir="ltr" style="font-family: Arial, sans-serif; font-size: 11pt; font-variant-alternates: normal; font-variant-east-asian: normal; font-variant-numeric: normal; list-style-type: disc; vertical-align: baseline; white-space: pre;"><p dir="ltr" role="presentation" style="line-height: 1.2; margin-bottom: 0pt; margin-top: 0pt;"><span style="font-size: 11pt; font-variant-alternates: normal; font-variant-east-asian: normal; font-variant-numeric: normal; text-wrap: wrap; vertical-align: baseline;">Firefly</span></p></li><li aria-level="1" dir="ltr" style="font-family: Arial, sans-serif; font-size: 11pt; font-variant-alternates: normal; font-variant-east-asian: normal; font-variant-numeric: normal; list-style-type: disc; vertical-align: baseline; white-space: pre;"><p dir="ltr" role="presentation" style="line-height: 1.2; margin-bottom: 0pt; margin-top: 0pt;"><span style="font-size: 11pt; font-variant-alternates: normal; font-variant-east-asian: normal; font-variant-numeric: normal; text-wrap: wrap; vertical-align: baseline;">Ground control</span></p></li><li aria-level="1" dir="ltr" style="font-family: Arial, sans-serif; font-size: 11pt; font-variant-alternates: normal; font-variant-east-asian: normal; font-variant-numeric: normal; list-style-type: disc; vertical-align: baseline; white-space: pre;"><p dir="ltr" role="presentation" style="line-height: 1.2; margin-bottom: 0pt; margin-top: 0pt;"><span style="font-size: 11pt; font-variant-alternates: normal; font-variant-east-asian: normal; font-variant-numeric: normal; text-wrap: wrap; vertical-align: baseline;">Guardians of the Galaxy</span></p></li><li aria-level="1" dir="ltr" style="font-family: Arial, sans-serif; font-size: 11pt; font-variant-alternates: normal; font-variant-east-asian: normal; font-variant-numeric: normal; list-style-type: disc; vertical-align: baseline; white-space: pre;"><p dir="ltr" role="presentation" style="line-height: 1.2; margin-bottom: 0pt; margin-top: 0pt;"><span style="font-size: 11pt; font-variant-alternates: normal; font-variant-east-asian: normal; font-variant-numeric: normal; text-wrap: wrap; vertical-align: baseline;">I, Robot</span></p></li><li aria-level="1" dir="ltr" style="font-family: Arial, sans-serif; font-size: 11pt; font-variant-alternates: normal; font-variant-east-asian: normal; font-variant-numeric: normal; list-style-type: disc; vertical-align: baseline; white-space: pre;"><p dir="ltr" role="presentation" style="line-height: 1.2; margin-bottom: 0pt; margin-top: 0pt;"><span style="font-size: 11pt; font-variant-alternates: normal; font-variant-east-asian: normal; font-variant-numeric: normal; text-wrap: wrap; vertical-align: baseline;">Inception</span></p></li><li aria-level="1" dir="ltr" style="font-family: Arial, sans-serif; font-size: 11pt; font-variant-alternates: normal; font-variant-east-asian: normal; font-variant-numeric: normal; list-style-type: disc; vertical-align: baseline; white-space: pre;"><p dir="ltr" role="presentation" style="line-height: 1.2; margin-bottom: 0pt; margin-top: 0pt;"><span style="font-size: 11pt; font-variant-alternates: normal; font-variant-east-asian: normal; font-variant-numeric: normal; text-wrap: wrap; vertical-align: baseline;">Interview with the Vampire</span></p></li><li aria-level="1" dir="ltr" style="font-family: Arial, sans-serif; font-size: 11pt; font-variant-alternates: normal; font-variant-east-asian: normal; font-variant-numeric: normal; list-style-type: disc; vertical-align: baseline; white-space: pre;"><p dir="ltr" role="presentation" style="line-height: 1.2; margin-bottom: 0pt; margin-top: 0pt;"><span style="font-size: 11pt; font-variant-alternates: normal; font-variant-east-asian: normal; font-variant-numeric: normal; text-wrap: wrap; vertical-align: baseline;">Mad Max</span></p></li><li aria-level="1" dir="ltr" style="font-family: Arial, sans-serif; font-size: 11pt; font-variant-alternates: normal; font-variant-east-asian: normal; font-variant-numeric: normal; list-style-type: disc; vertical-align: baseline; white-space: pre;"><p dir="ltr" role="presentation" style="line-height: 1.2; margin-bottom: 0pt; margin-top: 0pt;"><span style="font-size: 11pt; font-variant-alternates: normal; font-variant-east-asian: normal; font-variant-numeric: normal; text-wrap: wrap; vertical-align: baseline;">Minority Report</span></p></li><li aria-level="1" dir="ltr" style="font-family: Arial, sans-serif; font-size: 11pt; font-variant-alternates: normal; font-variant-east-asian: normal; font-variant-numeric: normal; list-style-type: disc; vertical-align: baseline; white-space: pre;"><p dir="ltr" role="presentation" style="line-height: 1.2; margin-bottom: 0pt; margin-top: 0pt;"><span style="font-size: 11pt; font-variant-alternates: normal; font-variant-east-asian: normal; font-variant-numeric: normal; text-wrap: wrap; vertical-align: baseline;">RoboCop</span></p></li><li aria-level="1" dir="ltr" style="font-family: Arial, sans-serif; font-size: 11pt; font-variant-alternates: normal; font-variant-east-asian: normal; font-variant-numeric: normal; list-style-type: disc; vertical-align: baseline; white-space: pre;"><p dir="ltr" role="presentation" style="line-height: 1.2; margin-bottom: 0pt; margin-top: 0pt;"><span style="font-size: 11pt; font-variant-alternates: normal; font-variant-east-asian: normal; font-variant-numeric: normal; text-wrap: wrap; vertical-align: baseline;">Star Trek</span></p></li><li aria-level="1" dir="ltr" style="font-family: Arial, sans-serif; font-size: 11pt; font-variant-alternates: normal; font-variant-east-asian: normal; font-variant-numeric: normal; list-style-type: disc; vertical-align: baseline; white-space: pre;"><p dir="ltr" role="presentation" style="line-height: 1.2; margin-bottom: 0pt; margin-top: 0pt;"><span style="font-size: 11pt; font-variant-alternates: normal; font-variant-east-asian: normal; font-variant-numeric: normal; text-wrap: wrap; vertical-align: baseline;">Star Wars</span></p></li><li aria-level="1" dir="ltr" style="font-family: Arial, sans-serif; font-size: 11pt; font-variant-alternates: normal; font-variant-east-asian: normal; font-variant-numeric: normal; list-style-type: disc; vertical-align: baseline; white-space: pre;"><p dir="ltr" role="presentation" style="line-height: 1.2; margin-bottom: 0pt; margin-top: 0pt;"><span style="font-size: 11pt; font-variant-alternates: normal; font-variant-east-asian: normal; font-variant-numeric: normal; text-wrap: wrap; vertical-align: baseline;">The Day the Earth Stood Still</span></p></li><li aria-level="1" dir="ltr" style="font-family: Arial, sans-serif; font-size: 11pt; font-variant-alternates: normal; font-variant-east-asian: normal; font-variant-numeric: normal; list-style-type: disc; vertical-align: baseline; white-space: pre;"><p dir="ltr" role="presentation" style="line-height: 1.2; margin-bottom: 0pt; margin-top: 0pt;"><span style="font-size: 11pt; font-variant-alternates: normal; font-variant-east-asian: normal; font-variant-numeric: normal; text-wrap: wrap; vertical-align: baseline;">The Expanse</span></p></li><li aria-level="1" dir="ltr" style="font-family: Arial, sans-serif; font-size: 11pt; font-variant-alternates: normal; font-variant-east-asian: normal; font-variant-numeric: normal; list-style-type: disc; vertical-align: baseline; white-space: pre;"><p dir="ltr" role="presentation" style="line-height: 1.2; margin-bottom: 0pt; margin-top: 0pt;"><span style="font-size: 11pt; font-variant-alternates: normal; font-variant-east-asian: normal; font-variant-numeric: normal; text-wrap: wrap; vertical-align: baseline;">The Fifth Element</span></p></li><li aria-level="1" dir="ltr" style="font-family: Arial, sans-serif; font-size: 11pt; font-variant-alternates: normal; font-variant-east-asian: normal; font-variant-numeric: normal; list-style-type: disc; vertical-align: baseline; white-space: pre;"><p dir="ltr" role="presentation" style="line-height: 1.2; margin-bottom: 0pt; margin-top: 0pt;"><span style="font-size: 11pt; font-variant-alternates: normal; font-variant-east-asian: normal; font-variant-numeric: normal; text-wrap: wrap; vertical-align: baseline;">The Galaxy Quest</span></p></li><li aria-level="1" dir="ltr" style="font-family: Arial, sans-serif; font-size: 11pt; font-variant-alternates: normal; font-variant-east-asian: normal; font-variant-numeric: normal; list-style-type: disc; vertical-align: baseline; white-space: pre;"><p dir="ltr" role="presentation" style="line-height: 1.2; margin-bottom: 0pt; margin-top: 0pt;"><span style="font-size: 11pt; font-variant-alternates: normal; font-variant-east-asian: normal; font-variant-numeric: normal; text-wrap: wrap; vertical-align: baseline;">The Hitchhiker's Guide to the Galaxy</span></p></li><li aria-level="1" dir="ltr" style="font-family: Arial, sans-serif; font-size: 11pt; font-variant-alternates: normal; font-variant-east-asian: normal; font-variant-numeric: normal; list-style-type: disc; vertical-align: baseline; white-space: pre;"><p dir="ltr" role="presentation" style="line-height: 1.2; margin-bottom: 0pt; margin-top: 0pt;"><span style="font-size: 11pt; font-variant-alternates: normal; font-variant-east-asian: normal; font-variant-numeric: normal; text-wrap: wrap; vertical-align: baseline;">The Matrix Trilogy</span></p></li><li aria-level="1" dir="ltr" style="font-family: Arial, sans-serif; font-size: 11pt; font-variant-alternates: normal; font-variant-east-asian: normal; font-variant-numeric: normal; list-style-type: disc; vertical-align: baseline; white-space: pre;"><p dir="ltr" role="presentation" style="line-height: 1.2; margin-bottom: 0pt; margin-top: 0pt;"><span style="font-size: 11pt; font-variant-alternates: normal; font-variant-east-asian: normal; font-variant-numeric: normal; text-wrap: wrap; vertical-align: baseline;">The Terminator</span></p></li><li aria-level="1" dir="ltr" style="font-family: Arial, sans-serif; font-size: 11pt; font-variant-alternates: normal; font-variant-east-asian: normal; font-variant-numeric: normal; list-style-type: disc; vertical-align: baseline; white-space: pre;"><p dir="ltr" role="presentation" style="line-height: 1.2; margin-bottom: 0pt; margin-top: 0pt;"><span style="font-size: 11pt; font-variant-alternates: normal; font-variant-east-asian: normal; font-variant-numeric: normal; text-wrap: wrap; vertical-align: baseline;">The Thing</span></p></li><li aria-level="1" dir="ltr" style="font-family: Arial, sans-serif; font-size: 11pt; font-variant-alternates: normal; font-variant-east-asian: normal; font-variant-numeric: normal; list-style-type: disc; vertical-align: baseline; white-space: pre;"><p dir="ltr" role="presentation" style="line-height: 1.2; margin-bottom: 0pt; margin-top: 0pt;"><span style="font-size: 11pt; font-variant-alternates: normal; font-variant-east-asian: normal; font-variant-numeric: normal; text-wrap: wrap; vertical-align: baseline;">The War of the Worlds</span></p></li><li aria-level="1" dir="ltr" style="font-family: Arial, sans-serif; font-size: 11pt; font-variant-alternates: normal; font-variant-east-asian: normal; font-variant-numeric: normal; list-style-type: disc; vertical-align: baseline; white-space: pre;"><p dir="ltr" role="presentation" style="line-height: 1.2; margin-bottom: 0pt; margin-top: 0pt;"><span style="font-size: 11pt; font-variant-alternates: normal; font-variant-east-asian: normal; font-variant-numeric: normal; text-wrap: wrap; vertical-align: baseline;">Tron</span><span style="font-size: 11pt; font-variant-alternates: normal; font-variant-east-asian: normal; font-variant-numeric: normal; text-wrap: wrap; vertical-align: baseline;"><br /></span></p></li></ul><p dir="ltr" style="line-height: 1.38; margin-bottom: 12pt; margin-top: 12pt; text-align: justify;"><span face="Arial, sans-serif" style="font-size: 11pt; font-variant-alternates: normal; font-variant-east-asian: normal; font-variant-numeric: normal; vertical-align: baseline; white-space-collapse: preserve;">Since many plain texts were recovered using this method, we will add some additional information. We suspected there was a parsing defect (it was disclosed in the discussion afterward that delimiting on punctuation characters was used, which is why we noticed this obscure behavior).</span></p><p dir="ltr" style="line-height: 1.38; margin-bottom: 12pt; margin-top: 12pt; text-align: justify;"><span face="Arial, sans-serif" style="font-size: 11pt; font-variant-alternates: normal; font-variant-east-asian: normal; font-variant-numeric: normal; vertical-align: baseline; white-space-collapse: preserve;">When parsing our datasets, we were delimiting only on space as opposed to a sliding window method to ensure full word boundaries sentences were created, e.g. “something was here” instead of “omething was here”. However, we noticed in our cracks that we had phrases that were not “word bounded”, they appeared like this</span></p><p dir="ltr" style="line-height: 1.2; margin-bottom: 0pt; margin-top: 0pt;"><span face="Arial, sans-serif" style="font-size: 11pt; font-variant-alternates: normal; font-variant-east-asian: normal; font-variant-numeric: normal; vertical-align: baseline; white-space-collapse: preserve;">“t go there today”</span></p><p dir="ltr" style="line-height: 1.2; margin-bottom: 0pt; margin-top: 0pt;"><span face="Arial, sans-serif" style="font-size: 11pt; font-variant-alternates: normal; font-variant-east-asian: normal; font-variant-numeric: normal; vertical-align: baseline; white-space-collapse: preserve;">“ve got to be here”</span></p><p dir="ltr" style="line-height: 1.38; margin-bottom: 12pt; margin-top: 12pt; text-align: justify;"><span face="Arial, sans-serif" style="font-size: 11pt; font-variant-alternates: normal; font-variant-east-asian: normal; font-variant-numeric: normal; vertical-align: baseline; white-space-collapse: preserve;">For some reason, it did not occur to us that the phrases could be delimited on punctuation. Instead, we took a different approach and emulated this behavior. We simply took our existing phrase lists and prefixed d/t/s/m or ve/re while maintaining length constraints, this also gave us very good results. It was important to note that since we were dealing with long lengths, it was important to turn off “-O” when used with <strike>SHA512crypt</strike> sha256crypt due to the length 15 limitation.</span></p><p dir="ltr" style="line-height: 1.38; margin-bottom: 12pt; margin-top: 12pt; text-align: justify;"><span face="Arial, sans-serif" style="font-size: 11pt; font-variant-alternates: normal; font-variant-east-asian: normal; font-variant-numeric: normal; vertical-align: baseline; white-space-collapse: preserve;">We crafted some additional tooling during the contest to visualize and query the datasets with standard SQL like queries (yay to SQLite). All our new and existing plaintext cracks along with all the metadata were associated and synced constantly. This tooling played a pivotal role not only in creating -a 9 association attacks, but also in helping us identify patterns and create hash subsets. Some of these patterns included.</span></p><ul style="margin-bottom: 0px; margin-top: 0px; padding-inline-start: 48px;"><li aria-level="1" dir="ltr" style="font-family: Arial, sans-serif; font-size: 11pt; font-variant-alternates: normal; font-variant-east-asian: normal; font-variant-numeric: normal; list-style-type: disc; vertical-align: baseline; white-space: pre;"><p dir="ltr" role="presentation" style="line-height: 1.38; margin-bottom: 0pt; margin-top: 12pt;"><span style="font-size: 11pt; font-variant-alternates: normal; font-variant-east-asian: normal; font-variant-numeric: normal; text-wrap: wrap; vertical-align: baseline;">#3&4%# only applied to Telecom users</span></p></li><li aria-level="1" dir="ltr" style="font-family: Arial, sans-serif; font-size: 11pt; font-variant-alternates: normal; font-variant-east-asian: normal; font-variant-numeric: normal; list-style-type: disc; vertical-align: baseline; white-space: pre;"><p dir="ltr" role="presentation" style="line-height: 1.38; margin-bottom: 0pt; margin-top: 0pt;"><span style="font-size: 11pt; font-variant-alternates: normal; font-variant-east-asian: normal; font-variant-numeric: normal; text-wrap: wrap; vertical-align: baseline;">Russian users with russian words with suffix ‘1’</span></p></li><li aria-level="1" dir="ltr" style="font-family: Arial, sans-serif; font-size: 11pt; font-variant-alternates: normal; font-variant-east-asian: normal; font-variant-numeric: normal; list-style-type: disc; vertical-align: baseline; white-space: pre;"><p dir="ltr" role="presentation" style="line-height: 1.38; margin-bottom: 0pt; margin-top: 0pt;"><span style="font-size: 11pt; font-variant-alternates: normal; font-variant-east-asian: normal; font-variant-numeric: normal; text-wrap: wrap; vertical-align: baseline;">Icelandic phrases for users with Icelandic names</span></p></li><li aria-level="1" dir="ltr" style="font-family: Arial, sans-serif; font-size: 11pt; font-variant-alternates: normal; font-variant-east-asian: normal; font-variant-numeric: normal; list-style-type: disc; vertical-align: baseline; white-space: pre;"><p dir="ltr" role="presentation" style="line-height: 1.38; margin-bottom: 0pt; margin-top: 0pt;"><span style="font-size: 11pt; font-variant-alternates: normal; font-variant-east-asian: normal; font-variant-numeric: normal; text-wrap: wrap; vertical-align: baseline;">Ghosting users with the hinted passwords</span></p></li><li aria-level="1" dir="ltr" style="font-family: Arial, sans-serif; font-size: 11pt; font-variant-alternates: normal; font-variant-east-asian: normal; font-variant-numeric: normal; list-style-type: disc; vertical-align: baseline; white-space: pre;"><p dir="ltr" role="presentation" style="line-height: 1.38; margin-bottom: 0pt; margin-top: 0pt;"><span style="font-size: 11pt; font-variant-alternates: normal; font-variant-east-asian: normal; font-variant-numeric: normal; text-wrap: wrap; vertical-align: baseline;">Company names with word suffix</span></p></li><li aria-level="1" dir="ltr" style="font-family: Arial, sans-serif; font-size: 11pt; font-variant-alternates: normal; font-variant-east-asian: normal; font-variant-numeric: normal; list-style-type: disc; vertical-align: baseline; white-space: pre;"><p dir="ltr" role="presentation" style="line-height: 1.38; margin-bottom: 12pt; margin-top: 0pt;"><span style="font-size: 11pt; font-variant-alternates: normal; font-variant-east-asian: normal; font-variant-numeric: normal; text-wrap: wrap; vertical-align: baseline;">Saleswords + prefix/suffix rules for sales team</span></p></li></ul><p dir="ltr" style="line-height: 1.38; margin-bottom: 12pt; margin-top: 12pt; text-align: justify;"><span face="Arial, sans-serif" style="font-size: 11pt; font-variant-alternates: normal; font-variant-east-asian: normal; font-variant-numeric: normal; vertical-align: baseline; white-space-collapse: preserve;">Being able to cut down the salt list for the slow algorithms meant we did not actually need lots of computing resources, we would strategically target subsets of hashes when we suspected a pattern. It was noticed that lots of effort was put in by Korelogic in generating the dataset. We noticed that Japanese users had Japanese passwords, usually users with UTF-8 encoded names used UTF-8 encoded passwords, even the area the user was from determined the password such as Indian users having Hindi passwords.</span></p><p dir="ltr" style="line-height: 1.38; margin-bottom: 12pt; margin-top: 12pt; text-align: justify;"><span face="Arial, sans-serif" style="font-size: 11pt; font-variant-alternates: normal; font-variant-east-asian: normal; font-variant-numeric: normal; vertical-align: baseline; white-space-collapse: preserve;">We were able to decode all the hints. However, at times I think we read too deep into these, and they almost sent us down a rabbit hole, throwing us off.</span></p><p dir="ltr" style="line-height: 1.38; margin-bottom: 12pt; margin-top: 12pt; text-align: justify;"><span face="Arial, sans-serif" style="font-size: 11pt; font-variant-alternates: normal; font-variant-east-asian: normal; font-variant-numeric: normal; vertical-align: baseline; white-space-collapse: preserve;">The workflow below roughly describes the process used. When large attacks were crafted and dispatched, users who felt like joining would participate, while others continued to run other attacks and discover new patterns for analysis. We also ran translations of the base words through various languages and tested numerous times to see if we could spot new languages.</span></p><br /><p dir="ltr" style="line-height: 1.38; margin-bottom: 12pt; margin-top: 12pt; text-align: center;"><span face="Arial, sans-serif" style="font-size: 11pt; font-variant-alternates: normal; font-variant-east-asian: normal; font-variant-numeric: normal; vertical-align: baseline; white-space-collapse: preserve;"><span style="border: medium; display: inline-block; height: 333px; overflow: hidden; width: 649px;"><img height="333" src="https://lh5.googleusercontent.com/PK7sfloYzJhU7gGKg-1SaP8MeCwbokXLvE5Ep7MMPiQPs-ZceViw00keOfe00pDO6yJwSdbc5kuxswCc6WI65dh-O_TnURLZ_TfC12j1mBFtaEdzzQil7I64Qd5PjyXXoSPoVFKcUIqrSkOa" style="margin-left: 0px; margin-top: 0px;" width="649" /></span></span></p><br /><p dir="ltr" style="line-height: 1.38; margin-bottom: 12pt; margin-top: 12pt; text-align: justify;"><span style="font-variant-alternates: normal; font-variant-east-asian: normal; font-variant-numeric: normal; vertical-align: baseline;"><span face="Arial, sans-serif"><span style="font-size: 14.6667px; white-space-collapse: preserve;">We did not have any designated role, the team just played off on everyone's strengths. An example is that we initially found many of the word phrases via a large generic reddit comments wordlist which was quickly distributed among us, this then progressed to movies, from there on we identified the subset of movies. Due to the short phrases, it was not easy to determine the origin early on as they could have come from anywhere, though we were eventually able to piece things together. We worked collectively in gathering the various resources and once ready these resources and tasks were distributed via our job management system and those who opted to would join in. During this entire time various scripts/tools/ideas/automation/platform updates were made on-the-fly and contributed to ensure we were working with optimal resources and efficiently. </span></span></span></p><p dir="ltr" style="line-height: 1.38; margin-bottom: 12pt; margin-top: 12pt;"><span face="Arial, sans-serif" style="font-size: 11pt; font-variant-alternates: normal; font-variant-east-asian: normal; font-variant-numeric: normal; font-weight: 700; vertical-align: baseline; white-space-collapse: preserve;">Things we missed</span></p><p dir="ltr" style="line-height: 1.38; margin-bottom: 12pt; margin-top: 12pt;"><span face="Arial, sans-serif" style="font-size: 11pt; font-variant-alternates: normal; font-variant-east-asian: normal; font-variant-numeric: normal; vertical-align: baseline; white-space-collapse: preserve;">We were able to partially solve the prod/dev [separator] hint. We found the following separators (-_| %20). Sadly, we tested the other URL encodes in upper hex format %2F instead of %2f, so we missed numerous cracks here.</span></p><p dir="ltr" style="line-height: 1.38; margin-bottom: 12pt; margin-top: 12pt;"><span face="Arial, sans-serif" style="font-size: 11pt; font-variant-alternates: normal; font-variant-east-asian: normal; font-variant-numeric: normal; vertical-align: baseline; white-space-collapse: preserve;">We did spend some time on the CRC hint and parsed the CRC book, scoured the web for chemical compounds. Wrote scripts to generate carbon chains. While we did get a few cracks, it did not appear that significant, or maybe we were not able to find them.</span></p><p dir="ltr" style="line-height: 1.38; margin-bottom: 12pt; margin-top: 12pt;"><span face="Arial, sans-serif" style="font-size: 11pt; font-variant-alternates: normal; font-variant-east-asian: normal; font-variant-numeric: normal; vertical-align: baseline; white-space-collapse: preserve;">We did not use a large repository of books, it appears that our movie list gave us enough work to compute through and most likely had overlap with books.</span></p><p dir="ltr" style="line-height: 1.38; margin-bottom: 12pt; margin-top: 12pt;"><span face="Arial, sans-serif" style="font-size: 11pt; font-variant-alternates: normal; font-variant-east-asian: normal; font-variant-numeric: normal; vertical-align: baseline; white-space-collapse: preserve;">We did see some streets/roads early on but forgot to pursue this further.</span></p><p dir="ltr" style="line-height: 1.38; margin-bottom: 12pt; margin-top: 12pt;"><span face="Arial, sans-serif" style="font-size: 11pt; font-variant-alternates: normal; font-variant-east-asian: normal; font-variant-numeric: normal; vertical-align: baseline; white-space-collapse: preserve;">We noticed some mathematical formulas as passwords, though did not look took deep into this</span></p><p dir="ltr" style="line-height: 1.38; margin-bottom: 12pt; margin-top: 12pt; text-align: justify;"><span face="Arial, sans-serif" style="font-size: 11pt; font-variant-alternates: normal; font-variant-east-asian: normal; font-variant-numeric: normal; vertical-align: baseline; white-space-collapse: preserve;">We had a member suggest the use of a dictionary labeled as ‘polkski_dict’ (which appeared to contain a random assortment of things) very early on. This was far too big to test across the tougher algorithms, we put it aside and forgot about it until near the end where we were able to cut down the contents and found it to be decent in producing founds, we were not able to fully exhaust this dictionary due to time limits.</span></p><p dir="ltr" style="line-height: 1.38; margin-bottom: 12pt; margin-top: 12pt;"><span face="Arial, sans-serif"><span style="font-size: 14.6667px; white-space-collapse: preserve;"><b>Take-away</b></span></span></p><p dir="ltr" style="line-height: 1.38; margin-bottom: 12pt; margin-top: 12pt; text-align: justify;"><span face="Arial, sans-serif"><span style="font-size: 14.6667px; white-space-collapse: preserve;">While a large number of compute resources certainly makes a difference, if you are simply throwing hashes and random lists/attacks at the situation and hoping for the best, more likely than not the outcome won't be desirable. Identifying patterns and sources then optimizing the attack parameters such as cutting down salts via attacking a subset of hashes or using a specific list set/rule helps dramatically, also ensuring the workload is able to saturate the compute cores is also critical.</span></span></p><p dir="ltr" style="line-height: 1.38; margin-bottom: 0pt; margin-top: 0pt; text-align: justify;"><span face="Arial, sans-serif" style="font-size: 11pt; font-variant-alternates: normal; font-variant-east-asian: normal; font-variant-numeric: normal; vertical-align: baseline; white-space-collapse: preserve;">All in all, our team as usual had very little sleep and a wonderful time solving the challenges and competing against the best teams. It was great to be able to use correlated data in hash cracking. We can only imagine the thought and effort involved in creating the challenges along with hints and finally wrapping it all up in a nice, well-run contest. Kudos to Korelogic.</span></p><div style="text-align: justify;"><span face="Arial, sans-serif" style="font-size: 11pt; font-variant-alternates: normal; font-variant-east-asian: normal; font-variant-numeric: normal; vertical-align: baseline; white-space-collapse: preserve;"><br /></span></div></span>Unknownnoreply@blogger.comtag:blogger.com,1999:blog-5717741750935093742.post-29482571002204639662022-08-20T22:42:00.000-07:002022-08-20T22:42:26.818-07:00Korelogic's CMIYC 2022 @ DEF CON 30 Write-up
<p class="MsoNormal" style="margin-bottom: 12.0pt; text-align: justify;"><span lang="EN">What a breath of fresh air to have DEF CON 30 not be canceled this
year. We are thankful that Korelogic’s CMIYC is running strong 13 years in.
Going into this contest we assumed the competition would be quite fierce,
however we are always up for a fair challenge. As most members on our team are
hobbyist password crackers not working in the cybersec industry, this gave us a
wonderful opportunity to dust down and re-paste our GPUs.</span></p>
<p class="MsoNormal" style="margin-bottom: 12.0pt; margin-left: 0cm; margin-right: 0cm; margin-top: 12.0pt; text-align: justify;"><span lang="EN">Our roster this year
comprised of 9 active crackers, 1 part-time cracker and 2 others providing
ancillary support. The members included were AMD, blazer, cvsi, gearjunkie,
golem445, hops, MXall0c, Waffle, s3in!c, pdo with winxp5421 and usasoft playing
support roles in our comms and hash management system.</span></p>
<p class="MsoNormal" style="margin-bottom: 12.0pt; margin-left: 0cm; margin-right: 0cm; margin-top: 12.0pt;"><b style="mso-bidi-font-weight: normal;"><span lang="EN">Our
hardware list consisted of</span></b></p>
<p class="MsoNormal" style="margin-bottom: 12.0pt; margin-left: 0cm; margin-right: 0cm; margin-top: 12.0pt;"><span lang="EN"><span style="mso-spacerun: yes;"> </span><b style="mso-bidi-font-weight: normal;">Confirmed</b></span></p>
<p class="MsoNormal" style="line-height: normal; margin-bottom: .0001pt; margin-bottom: 0cm; margin-left: 36.0pt; margin-right: 0cm; margin-top: 12.0pt; mso-list: l1 level1 lfo1; text-indent: -18.0pt;"><span lang="EN"><span style="mso-list: Ignore;">●<span style="font: 7.0pt "Times New Roman";">
</span></span></span><span lang="EN">1x 3080</span></p>
<p class="MsoNormal" style="line-height: normal; margin-left: 36.0pt; mso-list: l1 level1 lfo1; text-indent: -18.0pt;"><span lang="EN"><span style="mso-list: Ignore;">●<span style="font: 7.0pt "Times New Roman";">
</span></span></span><span lang="EN">3x 2080 TI</span></p>
<p class="MsoNormal" style="line-height: normal; margin-left: 36.0pt; mso-list: l1 level1 lfo1; text-indent: -18.0pt;"><span lang="EN"><span style="mso-list: Ignore;">●<span style="font: 7.0pt "Times New Roman";">
</span></span></span><span lang="EN">2x 2080</span></p>
<p class="MsoNormal" style="line-height: normal; margin-left: 36.0pt; mso-list: l1 level1 lfo1; text-indent: -18.0pt;"><span lang="EN"><span style="mso-list: Ignore;">●<span style="font: 7.0pt "Times New Roman";">
</span></span></span><span lang="EN">4x 1080</span></p>
<p class="MsoNormal" style="line-height: normal; margin-left: 36.0pt; mso-list: l1 level1 lfo1; text-indent: -18.0pt;"><span lang="EN"><span style="mso-list: Ignore;">●<span style="font: 7.0pt "Times New Roman";">
</span></span></span><span lang="EN">7x 1080 TI</span></p>
<p class="MsoNormal" style="line-height: normal; margin-bottom: 12.0pt; margin-left: 36.0pt; margin-right: 0cm; margin-top: 0cm; mso-list: l1 level1 lfo1; text-indent: -18.0pt;"><span lang="EN"><span style="mso-list: Ignore;">●<span style="font: 7.0pt "Times New Roman";">
</span></span></span><span lang="EN">2x 1070</span></p>
<p class="MsoNormal" style="margin-bottom: 12.0pt; margin-left: 0cm; margin-right: 0cm; margin-top: 12.0pt;"><b style="mso-bidi-font-weight: normal;"><span lang="EN">Unconfirmed</span></b></p>
<p class="MsoNormal" style="margin-bottom: 12.0pt; margin-left: 36.0pt; margin-right: 0cm; margin-top: 12.0pt; mso-list: l0 level1 lfo2; text-indent: -18.0pt;"><span lang="EN"><span style="mso-list: Ignore;">●<span style="font: 7.0pt "Times New Roman";">
</span></span></span><span lang="EN">We are missing the GPU count from
two of our crackers. You know who you are, if you read this please report back.</span></p>
<p class="MsoNormal" style="margin-bottom: 12.0pt; margin-left: 0cm; margin-right: 0cm; margin-top: 12.0pt;"><b style="mso-bidi-font-weight: normal;"><span lang="EN">Brief
challenge overview</span></b></p>
<p class="MsoNormal" style="margin-bottom: 12.0pt; margin-left: 0cm; margin-right: 0cm; margin-top: 12.0pt; text-align: justify;"><span lang="EN">The 7zip and half-md5
archives were cracked easily using john the ripper (JTR). JTR was subsequently
used with the correct libxcrypt library to crack the yescrypt hashes as that
was the only cracker supporting yescrypt.</span></p>
<p class="MsoNormal" style="margin-bottom: 12.0pt; margin-left: 0cm; margin-right: 0cm; margin-top: 12.0pt; text-align: justify;"><span lang="EN">web.conf challenge
involved setting up Jasypt (the Java equivalent to Python’s hashlib). The
runme.sh indicated that each line in the output.txt was encrypted with
PBEWITHMD5ANDDES, with both the input and password being the same. Therefore as
a verification, if the ciphertext was correctly decrypted, the resulting output
would be identical to the password.Initially, the decrypt.sh provided by Jasypt
was used to manually feed in the candidates, a python script was later written
to automate the process. This wasn’t relied on as it was easy enough to guess
by hand once the pattern was observed. We were able to quickly form the url for
this challenge and decipher the url to reveal the ‘tennis shoes’ hash list as a
team.</span></p>
<p class="MsoNormal" style="margin-bottom: 12.0pt; margin-left: 0cm; margin-right: 0cm; margin-top: 12.0pt; text-align: justify;"><span lang="EN">LoopAES challenge;
while this appeared to be a mountable filesystem, the length did not coincide
with this, therefore it was presumed to be aespipe instead. However, since
there is no ability to check whether the file is decrypted correctly a quick
perl script was produced to run sanity checks on the output to determine a
successful decrypt.</span></p>
<p class="MsoNormal" style="margin-bottom: 12.0pt; margin-left: 0cm; margin-right: 0cm; margin-top: 12.0pt; text-align: justify;"><span lang="EN">list23-Authoritiesappeart…gpg
was cracked using JTR with a small dictionary containing the potential
candidates while the heavy lifting was carried out by JTRs rule engine.</span></p>
<p class="MsoNormal" style="margin-bottom: 12.0pt; margin-left: 0cm; margin-right: 0cm; margin-top: 12.0pt; text-align: justify;"><span lang="EN">DEFCON-with-key.kdbx;
initially attempted with JTR, once the keyfile was released during the contest
we had issues obtaining a valid hash from keepass2john. A closer inspection
showed that Korelegic messed with the keyfile and instead of using base64
encoded data, a hex string was present. This involved fixing the keyfile by
decoding the hex and encoding the resulting data with base64 to extract a valid
hash. Admittedly more time was spent than we would like to admit until someone
tried opening the KeePass database only using the keyfile and no password.</span></p>
<p class="MsoNormal" style="margin-bottom: 12.0pt; margin-left: 0cm; margin-right: 0cm; margin-top: 12.0pt; text-align: justify;"><span lang="EN">DEFCON.kbdx (released
later in the contest), once the file was released it was converted to a hash
and hashcat was used to crack the hash.</span></p>
<p class="MsoNormal" style="margin-bottom: 12.0pt; margin-left: 0cm; margin-right: 0cm; margin-top: 12.0pt;"><span lang="EN">Gocryptfs, a VM was spun up for this
challenge and the hash quickly cracked manually on the 4<sup>th</sup> try, no
cracking software was used.</span></p>
<p class="MsoNormal" style="margin-bottom: 12.0pt; margin-left: 0cm; margin-right: 0cm; margin-top: 12.0pt;"><span lang="EN">Salt_and_pepper took us slightly longer
than expected to identify the salt and peppers for. We did test other hash
types as a precaution.</span></p>
<p class="MsoNormal" style="margin-bottom: 12.0pt; margin-left: 0cm; margin-right: 0cm; margin-top: 12.0pt;"><span lang="EN">The odt file was cracked using Passware’s
Passcovery, though JTR should have been able to handle this as well. We also
found out that ms-word does not open password protected open office documents.</span></p>
<p class="MsoNormal" style="margin-bottom: 12.0pt; margin-left: 0cm; margin-right: 0cm; margin-top: 12.0pt;"><span lang="EN">Riddled_wrapped_in_an.zip was cracked
with both JTR and Passcovery independently.</span></p>
<p class="MsoNormal" style="margin-bottom: 12.0pt; margin-left: 0cm; margin-right: 0cm; margin-top: 12.0pt;"><b style="mso-bidi-font-weight: normal;"><span lang="EN">Problems</span></b></p>
<p class="MsoNormal" style="margin-bottom: 12.0pt; margin-left: 0cm; margin-right: 0cm; margin-top: 12.0pt;"><span lang="EN">We did have a slight issue parsing the
nsldaps SSHA-1 hashes, this was quickly corrected, though it did accidentally
trigger a double upload to Korelogic, other than this incident we did not run
into any submission difficulties.</span></p>
<p class="MsoNormal" style="margin-bottom: 12.0pt; margin-left: 0cm; margin-right: 0cm; margin-top: 12.0pt; text-align: justify;"><span lang="EN">We spent a
considerable amount of time wasted on cracking the initial uncrackable KeePass
file. Although the name did suggest a key was needed, it wasn’t evident whether
this was a hint for hashes inside, so it was better to at least try. GPUs were put
on the extracted hash for this file but obviously was not able to yield any
results.</span></p>
<p class="MsoNormal" style="margin-bottom: 12.0pt; margin-left: 0cm; margin-right: 0cm; margin-top: 12.0pt; text-align: justify;"><span lang="EN">We initially used
hashcat mode 25400 to attack the converted pdf hash. This resulted in many
false positives. These false positives, many which contained untypable characters,
were tested and unsuccessful in opening up the file with non-typable
characters. Mode 10500 was then used to obtain the correct password. The pdf
was then required to have the security removed as there were restrictions
preventing the hashes from being copied out. Furthermore, once the hashes were
copied out, slight reformatting was necessary to get them usable.</span></p>
<p class="MsoNormal" style="margin-bottom: 12.0pt; margin-left: 0cm; margin-right: 0cm; margin-top: 12.0pt; text-align: justify;"><span lang="EN">Fooo file from the
enigma zip; Resources were used to analyse and tear apart the bizarre fooo
file. Analysis of the file indicated it was a repeating block of 3.8M of data
27 times, which suggested the data was not encrypted due to the low entropy of
output produced.<span style="mso-spacerun: yes;"> </span>Tools used included
binwalk, veracrypt, random and suspicious enigma file encryption/decryption
application from softpedia and sourceforge and finally the FreeBSD enigma crypt
utility.<span style="mso-spacerun: yes;"> </span>Like the LoopAES decrypts, an
automated decrypt and validate script was used to scan the decoded output for
meaningful data, our attempts to decode the file were futile. Another
suggestion was that since the data was nicely divisible by 16/20/32 bytes it
could suggest that they were MD5/SHA1 or SHA256 hashes dumped straight out of
memory. The bytes were reassembled in both endian forms, then run through
crackers to try “de-hash*” them.</span></p>
<p class="MsoNormal" style="margin-bottom: 12.0pt; margin-left: 0cm; margin-right: 0cm; margin-top: 12.0pt;"><b style="mso-bidi-font-weight: normal;"><span lang="EN">Analysis</span></b></p>
<p class="MsoNormal" style="margin-bottom: 12.0pt; margin-left: 0cm; margin-right: 0cm; margin-top: 12.0pt; text-align: justify;"><span lang="EN">The actual “de-hash*”
procedure was relatively straightforward, once a challenge was solved the
hashes were parsed and uploaded to our hash management system. From here,
members worked collaboratively but autonomously. Once a pattern was spotted, it
was reported and members would share this information, users parsed their own
lists which ensured a variation of coverage for that wordlist set. This enabled
us to cover each other’s parsing errors, tooling issues and hopefully
differences used in the plaintext generation by Korelogic.</span></p>
<p class="MsoNormal" style="margin-bottom: 12.0pt; margin-left: 0cm; margin-right: 0cm; margin-top: 12.0pt;"><span lang="EN">After a hashset was cracked close to
completion, the difficulty would increase drastically. This could have been
caused by missing the baseword/phrases or missing a ruleset or pattern to match
the plaintext. To push that last few percent, members would shift their attack
strategy or redeploy to a different algorithm as having a fresh set of
eyes/wordlist does wonders.</span></p>
<p class="MsoNormal" style="margin-bottom: 12.0pt; margin-left: 0cm; margin-right: 0cm; margin-top: 12.0pt; text-align: justify;"><span lang="EN">Although we had a
distributed hashtopolis instance setup, we did not have to tap in it. We did
not require a large amount of compute resources for this contest and even if it
was available, the challenges would have been a bottlenecking factor rather
than being compute bound. Some of the challenges were even solved on a laptop
or legacy hardware. Where possible, we would try to reduce the keyspace tested
to a minimal number of candidates. It was also beneficial to communicate to
others what was happening to prevent work being overlapped. The most important
part was to recognize the patterns and adapt quickly or leverage the correct
toolset.</span></p>
<p class="MsoNormal" style="margin-bottom: 12.0pt; margin-left: 0cm; margin-right: 0cm; margin-top: 12.0pt; text-align: justify;"><span lang="EN">The SHA224 hashes
proved to be quite intriguing. We identified two basewords ‘hacker’ and
‘homecoming’ and quickly noticed the plaintexts were based on a heavily mangled
version of these words. This included case toggles throughout the whole word,
coupled with insertions/deletions, overstrikes and character swaps. It was
evident that although being 2 simple basewords, this would result in an
insanely large keyspace as the plaintext length increased. Once an adequate
amount of plains were cracked, some users switched over to markov models,
including the use of OMEN, PCFG_Cracker and PrinceProcessor and these tools
gave us a decent amount of hits. We would also cycle the extracted rules from
the plaintext through other basewords, as this would allow us to identify
potential basewords, we thought we found another ‘ihatecooking/ihatecoding’,
though this was possibly an artifact of the mutations on the original two
basewords.</span></p>
<p class="MsoNormal" style="margin-bottom: 12.0pt; margin-left: 0cm; margin-right: 0cm; margin-top: 12.0pt;"><b style="mso-bidi-font-weight: normal;"><span lang="EN">Thoughts</span></b></p>
<p class="MsoNormal" style="margin-bottom: 12.0pt; margin-left: 0cm; margin-right: 0cm; margin-top: 12.0pt; text-align: justify;"><span lang="EN">It would appear we
were the first team to submit cracks for every algorithm, though we are unsure
whether we were the first to actually solve all the challenges as other teams
may have been working on the hashes or busy parsing them or had not actually
submitted cracks yet.</span></p>
<p class="MsoNormal" style="margin-bottom: 12.0pt; margin-left: 0cm; margin-right: 0cm; margin-top: 12.0pt; text-align: justify;"><span lang="EN">If we didn’t push the
envelope of password cracking, we sure pushed the envelope of interpreting a
chunk of repeating bytes and demonstrating our creativity in trying to make
something useful out of it. More than enough resources were spent on this task,
if you are reading this Korelogic, please check your inbox for a laugh.</span></p>
<p class="MsoNormal" style="margin-bottom: 12.0pt; margin-left: 0cm; margin-right: 0cm; margin-top: 12.0pt; text-align: justify;"><span lang="EN">This year’s contest
was structured quite differently to last year. Teams who were unable to solve
the challenges would not have been able to unlock the hashes, in a way it
pushed teams to explore. However, this would have punished teams less
experienced with CTF style challenges causing a huge idle of processing power.
We tried our best to keep Team Hashcat on their toes and traded places with
them 5 times throughout the contest. Team Hashcat demonstrated their expertise
and skills by cracking almost the most hashes across algorithms, while Hashmob
was also able to keep up by solving the hashes quite rapidly once a challenge
was unlocked. Towards the end of the contest when all the teams had solved all
the challenges it came down to being able to constantly supply new founds as
this would allow us to at least maintain our position.</span></p>
<p class="MsoNormal" style="margin-bottom: 12.0pt; margin-left: 0cm; margin-right: 0cm; margin-top: 12.0pt;"><span lang="EN">As a group we had excellent team synergy,
as a contest other than the red herrings it was well thought out and planned,
as a competition we thoroughly enjoyed facing our competitors Team Hashcat,
Hashmob, john-users, achondritic and trontastic.</span></p>
<p class="MsoNormal" style="margin-bottom: 12.0pt; margin-left: 0cm; margin-right: 0cm; margin-top: 12.0pt;"><b><span lang="EN">Footnotes:</span></b></p>
<p class="MsoNormal" style="margin-bottom: 12.0pt; margin-left: 0cm; margin-right: 0cm; margin-top: 12.0pt;"><span lang="EN">We are well aware that you cannot
“de-hash” as hashes are strictly one way digests. It has not stopped others
using it and has not stopped us from having a friendly poke at it. <a href="https://www.techsolvency.com/passwords/dehashing-reversing-decrypting/"><span style="color: #1155cc;">See here for more info.</span></a></span></p>
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<w:LsdException Locked="false" SemiHidden="true" UnhideWhenUsed="true"
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<w:LsdException Locked="false" SemiHidden="true" UnhideWhenUsed="true"
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<w:LsdException Locked="false" SemiHidden="true" UnhideWhenUsed="true"
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<w:LsdException Locked="false" SemiHidden="true" UnhideWhenUsed="true"
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<w:LsdException Locked="false" SemiHidden="true" UnhideWhenUsed="true"
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<w:LsdException Locked="false" SemiHidden="true" UnhideWhenUsed="true"
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<w:LsdException Locked="false" SemiHidden="true" UnhideWhenUsed="true"
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<w:LsdException Locked="false" SemiHidden="true" UnhideWhenUsed="true"
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<w:LsdException Locked="false" SemiHidden="true" UnhideWhenUsed="true"
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<w:LsdException Locked="false" SemiHidden="true" UnhideWhenUsed="true"
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<w:LsdException Locked="false" SemiHidden="true" UnhideWhenUsed="true"
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<w:LsdException Locked="false" Priority="60" Name="Light Shading"/>
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<w:LsdException Locked="false" SemiHidden="true" Name="Revision"/>
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<w:LsdException Locked="false" Priority="51"
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<w:LsdException Locked="false" Priority="52"
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<w:LsdException Locked="false" SemiHidden="true" UnhideWhenUsed="true"
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<w:LsdException Locked="false" SemiHidden="true" UnhideWhenUsed="true"
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<w:LsdException Locked="false" SemiHidden="true" UnhideWhenUsed="true"
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</w:LatentStyles>
</xml><![endif]--><!--[if gte mso 10]>
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table.MsoNormalTable
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mso-tstyle-rowband-size:0;
mso-tstyle-colband-size:0;
mso-style-noshow:yes;
mso-style-priority:99;
mso-style-parent:"";
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<![endif]-->Unknownnoreply@blogger.comtag:blogger.com,1999:blog-5717741750935093742.post-71222532040456922422021-08-12T11:40:00.004-07:002021-08-12T11:42:26.600-07:00Korelogic's CMIYC 2021 @ DEF CON 29 Write-up<div style="text-align: center;"></div><div style="text-align: center;"></div><div style="text-align: center;"></div><div style="text-align: center;"></div><div style="text-align: center;"></div><div style="text-align: center;"></div><div style="text-align: center;"><br /></div><div style="text-align: center;"><img alt="" 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<w:LsdException Locked="false" Priority="1" SemiHidden="true"
UnhideWhenUsed="true" Name="Default Paragraph Font"/>
<w:LsdException Locked="false" SemiHidden="true" UnhideWhenUsed="true"
Name="Body Text"/>
<w:LsdException Locked="false" SemiHidden="true" UnhideWhenUsed="true"
Name="Body Text Indent"/>
<w:LsdException Locked="false" SemiHidden="true" UnhideWhenUsed="true"
Name="List Continue"/>
<w:LsdException Locked="false" SemiHidden="true" UnhideWhenUsed="true"
Name="List Continue 2"/>
<w:LsdException Locked="false" SemiHidden="true" UnhideWhenUsed="true"
Name="List Continue 3"/>
<w:LsdException Locked="false" SemiHidden="true" UnhideWhenUsed="true"
Name="List Continue 4"/>
<w:LsdException Locked="false" SemiHidden="true" UnhideWhenUsed="true"
Name="List Continue 5"/>
<w:LsdException Locked="false" SemiHidden="true" UnhideWhenUsed="true"
Name="Message Header"/>
<w:LsdException Locked="false" Priority="11" QFormat="true" Name="Subtitle"/>
<w:LsdException Locked="false" SemiHidden="true" UnhideWhenUsed="true"
Name="Salutation"/>
<w:LsdException Locked="false" SemiHidden="true" UnhideWhenUsed="true"
Name="Date"/>
<w:LsdException Locked="false" SemiHidden="true" UnhideWhenUsed="true"
Name="Body Text First Indent"/>
<w:LsdException Locked="false" SemiHidden="true" UnhideWhenUsed="true"
Name="Body Text First Indent 2"/>
<w:LsdException Locked="false" SemiHidden="true" UnhideWhenUsed="true"
Name="Note Heading"/>
<w:LsdException Locked="false" SemiHidden="true" UnhideWhenUsed="true"
Name="Body Text 2"/>
<w:LsdException Locked="false" SemiHidden="true" UnhideWhenUsed="true"
Name="Body Text 3"/>
<w:LsdException Locked="false" SemiHidden="true" UnhideWhenUsed="true"
Name="Body Text Indent 2"/>
<w:LsdException Locked="false" SemiHidden="true" UnhideWhenUsed="true"
Name="Body Text Indent 3"/>
<w:LsdException Locked="false" SemiHidden="true" UnhideWhenUsed="true"
Name="Block Text"/>
<w:LsdException Locked="false" SemiHidden="true" UnhideWhenUsed="true"
Name="Hyperlink"/>
<w:LsdException Locked="false" SemiHidden="true" UnhideWhenUsed="true"
Name="FollowedHyperlink"/>
<w:LsdException Locked="false" Priority="22" QFormat="true" Name="Strong"/>
<w:LsdException Locked="false" Priority="20" QFormat="true" Name="Emphasis"/>
<w:LsdException Locked="false" SemiHidden="true" UnhideWhenUsed="true"
Name="Document Map"/>
<w:LsdException Locked="false" SemiHidden="true" UnhideWhenUsed="true"
Name="Plain Text"/>
<w:LsdException Locked="false" SemiHidden="true" UnhideWhenUsed="true"
Name="E-mail Signature"/>
<w:LsdException Locked="false" SemiHidden="true" UnhideWhenUsed="true"
Name="HTML Top of Form"/>
<w:LsdException Locked="false" SemiHidden="true" UnhideWhenUsed="true"
Name="HTML Bottom of Form"/>
<w:LsdException Locked="false" SemiHidden="true" UnhideWhenUsed="true"
Name="Normal (Web)"/>
<w:LsdException Locked="false" SemiHidden="true" UnhideWhenUsed="true"
Name="HTML Acronym"/>
<w:LsdException Locked="false" SemiHidden="true" UnhideWhenUsed="true"
Name="HTML Address"/>
<w:LsdException Locked="false" SemiHidden="true" UnhideWhenUsed="true"
Name="HTML Cite"/>
<w:LsdException Locked="false" SemiHidden="true" UnhideWhenUsed="true"
Name="HTML Code"/>
<w:LsdException Locked="false" SemiHidden="true" UnhideWhenUsed="true"
Name="HTML Definition"/>
<w:LsdException Locked="false" SemiHidden="true" UnhideWhenUsed="true"
Name="HTML Keyboard"/>
<w:LsdException Locked="false" SemiHidden="true" UnhideWhenUsed="true"
Name="HTML Preformatted"/>
<w:LsdException Locked="false" SemiHidden="true" UnhideWhenUsed="true"
Name="HTML Sample"/>
<w:LsdException Locked="false" SemiHidden="true" UnhideWhenUsed="true"
Name="HTML Typewriter"/>
<w:LsdException Locked="false" SemiHidden="true" UnhideWhenUsed="true"
Name="HTML Variable"/>
<w:LsdException Locked="false" SemiHidden="true" UnhideWhenUsed="true"
Name="Normal Table"/>
<w:LsdException Locked="false" SemiHidden="true" UnhideWhenUsed="true"
Name="annotation subject"/>
<w:LsdException Locked="false" SemiHidden="true" UnhideWhenUsed="true"
Name="No List"/>
<w:LsdException Locked="false" SemiHidden="true" UnhideWhenUsed="true"
Name="Outline List 1"/>
<w:LsdException Locked="false" SemiHidden="true" UnhideWhenUsed="true"
Name="Outline List 2"/>
<w:LsdException Locked="false" SemiHidden="true" UnhideWhenUsed="true"
Name="Outline List 3"/>
<w:LsdException Locked="false" SemiHidden="true" UnhideWhenUsed="true"
Name="Table Simple 1"/>
<w:LsdException Locked="false" SemiHidden="true" UnhideWhenUsed="true"
Name="Table Simple 2"/>
<w:LsdException Locked="false" SemiHidden="true" UnhideWhenUsed="true"
Name="Table Simple 3"/>
<w:LsdException Locked="false" SemiHidden="true" UnhideWhenUsed="true"
Name="Table Classic 1"/>
<w:LsdException Locked="false" SemiHidden="true" UnhideWhenUsed="true"
Name="Table Classic 2"/>
<w:LsdException Locked="false" SemiHidden="true" UnhideWhenUsed="true"
Name="Table Classic 3"/>
<w:LsdException Locked="false" SemiHidden="true" UnhideWhenUsed="true"
Name="Table Classic 4"/>
<w:LsdException Locked="false" SemiHidden="true" UnhideWhenUsed="true"
Name="Table Colorful 1"/>
<w:LsdException Locked="false" SemiHidden="true" UnhideWhenUsed="true"
Name="Table Colorful 2"/>
<w:LsdException Locked="false" SemiHidden="true" UnhideWhenUsed="true"
Name="Table Colorful 3"/>
<w:LsdException Locked="false" SemiHidden="true" UnhideWhenUsed="true"
Name="Table Columns 1"/>
<w:LsdException Locked="false" SemiHidden="true" UnhideWhenUsed="true"
Name="Table Columns 2"/>
<w:LsdException Locked="false" SemiHidden="true" UnhideWhenUsed="true"
Name="Table Columns 3"/>
<w:LsdException Locked="false" SemiHidden="true" UnhideWhenUsed="true"
Name="Table Columns 4"/>
<w:LsdException Locked="false" SemiHidden="true" UnhideWhenUsed="true"
Name="Table Columns 5"/>
<w:LsdException Locked="false" SemiHidden="true" UnhideWhenUsed="true"
Name="Table Grid 1"/>
<w:LsdException Locked="false" SemiHidden="true" UnhideWhenUsed="true"
Name="Table Grid 2"/>
<w:LsdException Locked="false" SemiHidden="true" UnhideWhenUsed="true"
Name="Table Grid 3"/>
<w:LsdException Locked="false" SemiHidden="true" UnhideWhenUsed="true"
Name="Table Grid 4"/>
<w:LsdException Locked="false" SemiHidden="true" UnhideWhenUsed="true"
Name="Table Grid 5"/>
<w:LsdException Locked="false" SemiHidden="true" UnhideWhenUsed="true"
Name="Table Grid 6"/>
<w:LsdException Locked="false" SemiHidden="true" UnhideWhenUsed="true"
Name="Table Grid 7"/>
<w:LsdException Locked="false" SemiHidden="true" UnhideWhenUsed="true"
Name="Table Grid 8"/>
<w:LsdException Locked="false" SemiHidden="true" UnhideWhenUsed="true"
Name="Table List 1"/>
<w:LsdException Locked="false" SemiHidden="true" UnhideWhenUsed="true"
Name="Table List 2"/>
<w:LsdException Locked="false" SemiHidden="true" UnhideWhenUsed="true"
Name="Table List 3"/>
<w:LsdException Locked="false" SemiHidden="true" UnhideWhenUsed="true"
Name="Table List 4"/>
<w:LsdException Locked="false" SemiHidden="true" UnhideWhenUsed="true"
Name="Table List 5"/>
<w:LsdException Locked="false" SemiHidden="true" UnhideWhenUsed="true"
Name="Table List 6"/>
<w:LsdException Locked="false" SemiHidden="true" UnhideWhenUsed="true"
Name="Table List 7"/>
<w:LsdException Locked="false" SemiHidden="true" UnhideWhenUsed="true"
Name="Table List 8"/>
<w:LsdException Locked="false" SemiHidden="true" UnhideWhenUsed="true"
Name="Table 3D effects 1"/>
<w:LsdException Locked="false" SemiHidden="true" UnhideWhenUsed="true"
Name="Table 3D effects 2"/>
<w:LsdException Locked="false" SemiHidden="true" UnhideWhenUsed="true"
Name="Table 3D effects 3"/>
<w:LsdException Locked="false" SemiHidden="true" UnhideWhenUsed="true"
Name="Table Contemporary"/>
<w:LsdException Locked="false" SemiHidden="true" UnhideWhenUsed="true"
Name="Table Elegant"/>
<w:LsdException Locked="false" SemiHidden="true" UnhideWhenUsed="true"
Name="Table Professional"/>
<w:LsdException Locked="false" SemiHidden="true" UnhideWhenUsed="true"
Name="Table Subtle 1"/>
<w:LsdException Locked="false" SemiHidden="true" UnhideWhenUsed="true"
Name="Table Subtle 2"/>
<w:LsdException Locked="false" SemiHidden="true" UnhideWhenUsed="true"
Name="Table Web 1"/>
<w:LsdException Locked="false" SemiHidden="true" UnhideWhenUsed="true"
Name="Table Web 2"/>
<w:LsdException Locked="false" SemiHidden="true" UnhideWhenUsed="true"
Name="Table Web 3"/>
<w:LsdException Locked="false" SemiHidden="true" UnhideWhenUsed="true"
Name="Balloon Text"/>
<w:LsdException Locked="false" Priority="39" Name="Table Grid"/>
<w:LsdException Locked="false" SemiHidden="true" UnhideWhenUsed="true"
Name="Table Theme"/>
<w:LsdException Locked="false" SemiHidden="true" Name="Placeholder Text"/>
<w:LsdException Locked="false" Priority="1" QFormat="true" Name="No Spacing"/>
<w:LsdException Locked="false" Priority="60" Name="Light Shading"/>
<w:LsdException Locked="false" Priority="61" Name="Light List"/>
<w:LsdException Locked="false" Priority="62" Name="Light Grid"/>
<w:LsdException Locked="false" Priority="63" Name="Medium Shading 1"/>
<w:LsdException Locked="false" Priority="64" Name="Medium Shading 2"/>
<w:LsdException Locked="false" Priority="65" Name="Medium List 1"/>
<w:LsdException Locked="false" Priority="66" Name="Medium List 2"/>
<w:LsdException Locked="false" Priority="67" Name="Medium Grid 1"/>
<w:LsdException Locked="false" Priority="68" Name="Medium Grid 2"/>
<w:LsdException Locked="false" Priority="69" Name="Medium Grid 3"/>
<w:LsdException Locked="false" Priority="70" Name="Dark List"/>
<w:LsdException Locked="false" Priority="71" Name="Colorful Shading"/>
<w:LsdException Locked="false" Priority="72" Name="Colorful List"/>
<w:LsdException Locked="false" Priority="73" Name="Colorful Grid"/>
<w:LsdException Locked="false" Priority="60" Name="Light Shading Accent 1"/>
<w:LsdException Locked="false" Priority="61" Name="Light List Accent 1"/>
<w:LsdException Locked="false" Priority="62" Name="Light Grid Accent 1"/>
<w:LsdException Locked="false" Priority="63" Name="Medium Shading 1 Accent 1"/>
<w:LsdException Locked="false" Priority="64" Name="Medium Shading 2 Accent 1"/>
<w:LsdException Locked="false" Priority="65" Name="Medium List 1 Accent 1"/>
<w:LsdException Locked="false" SemiHidden="true" Name="Revision"/>
<w:LsdException Locked="false" Priority="34" QFormat="true"
Name="List Paragraph"/>
<w:LsdException Locked="false" Priority="29" QFormat="true" Name="Quote"/>
<w:LsdException Locked="false" Priority="30" QFormat="true"
Name="Intense Quote"/>
<w:LsdException Locked="false" Priority="66" Name="Medium List 2 Accent 1"/>
<w:LsdException Locked="false" Priority="67" Name="Medium Grid 1 Accent 1"/>
<w:LsdException Locked="false" Priority="68" Name="Medium Grid 2 Accent 1"/>
<w:LsdException Locked="false" Priority="69" Name="Medium Grid 3 Accent 1"/>
<w:LsdException Locked="false" Priority="70" Name="Dark List Accent 1"/>
<w:LsdException Locked="false" Priority="71" Name="Colorful Shading Accent 1"/>
<w:LsdException Locked="false" Priority="72" Name="Colorful List Accent 1"/>
<w:LsdException Locked="false" Priority="73" Name="Colorful Grid Accent 1"/>
<w:LsdException Locked="false" Priority="60" Name="Light Shading Accent 2"/>
<w:LsdException Locked="false" Priority="61" Name="Light List Accent 2"/>
<w:LsdException Locked="false" Priority="62" Name="Light Grid Accent 2"/>
<w:LsdException Locked="false" Priority="63" Name="Medium Shading 1 Accent 2"/>
<w:LsdException Locked="false" Priority="64" Name="Medium Shading 2 Accent 2"/>
<w:LsdException Locked="false" Priority="65" Name="Medium List 1 Accent 2"/>
<w:LsdException Locked="false" Priority="66" Name="Medium List 2 Accent 2"/>
<w:LsdException Locked="false" Priority="67" Name="Medium Grid 1 Accent 2"/>
<w:LsdException Locked="false" Priority="68" Name="Medium Grid 2 Accent 2"/>
<w:LsdException Locked="false" Priority="69" Name="Medium Grid 3 Accent 2"/>
<w:LsdException Locked="false" Priority="70" Name="Dark List Accent 2"/>
<w:LsdException Locked="false" Priority="71" Name="Colorful Shading Accent 2"/>
<w:LsdException Locked="false" Priority="72" Name="Colorful List Accent 2"/>
<w:LsdException Locked="false" Priority="73" Name="Colorful Grid Accent 2"/>
<w:LsdException Locked="false" Priority="60" Name="Light Shading Accent 3"/>
<w:LsdException Locked="false" Priority="61" Name="Light List Accent 3"/>
<w:LsdException Locked="false" Priority="62" Name="Light Grid Accent 3"/>
<w:LsdException Locked="false" Priority="63" Name="Medium Shading 1 Accent 3"/>
<w:LsdException Locked="false" Priority="64" Name="Medium Shading 2 Accent 3"/>
<w:LsdException Locked="false" Priority="65" Name="Medium List 1 Accent 3"/>
<w:LsdException Locked="false" Priority="66" Name="Medium List 2 Accent 3"/>
<w:LsdException Locked="false" Priority="67" Name="Medium Grid 1 Accent 3"/>
<w:LsdException Locked="false" Priority="68" Name="Medium Grid 2 Accent 3"/>
<w:LsdException Locked="false" Priority="69" Name="Medium Grid 3 Accent 3"/>
<w:LsdException Locked="false" Priority="70" Name="Dark List Accent 3"/>
<w:LsdException Locked="false" Priority="71" Name="Colorful Shading Accent 3"/>
<w:LsdException Locked="false" Priority="72" Name="Colorful List Accent 3"/>
<w:LsdException Locked="false" Priority="73" Name="Colorful Grid Accent 3"/>
<w:LsdException Locked="false" Priority="60" Name="Light Shading Accent 4"/>
<w:LsdException Locked="false" Priority="61" Name="Light List Accent 4"/>
<w:LsdException Locked="false" Priority="62" Name="Light Grid Accent 4"/>
<w:LsdException Locked="false" Priority="63" Name="Medium Shading 1 Accent 4"/>
<w:LsdException Locked="false" Priority="64" Name="Medium Shading 2 Accent 4"/>
<w:LsdException Locked="false" Priority="65" Name="Medium List 1 Accent 4"/>
<w:LsdException Locked="false" Priority="66" Name="Medium List 2 Accent 4"/>
<w:LsdException Locked="false" Priority="67" Name="Medium Grid 1 Accent 4"/>
<w:LsdException Locked="false" Priority="68" Name="Medium Grid 2 Accent 4"/>
<w:LsdException Locked="false" Priority="69" Name="Medium Grid 3 Accent 4"/>
<w:LsdException Locked="false" Priority="70" Name="Dark List Accent 4"/>
<w:LsdException Locked="false" Priority="71" Name="Colorful Shading Accent 4"/>
<w:LsdException Locked="false" Priority="72" Name="Colorful List Accent 4"/>
<w:LsdException Locked="false" Priority="73" Name="Colorful Grid Accent 4"/>
<w:LsdException Locked="false" Priority="60" Name="Light Shading Accent 5"/>
<w:LsdException Locked="false" Priority="61" Name="Light List Accent 5"/>
<w:LsdException Locked="false" Priority="62" Name="Light Grid Accent 5"/>
<w:LsdException Locked="false" Priority="63" Name="Medium Shading 1 Accent 5"/>
<w:LsdException Locked="false" Priority="64" Name="Medium Shading 2 Accent 5"/>
<w:LsdException Locked="false" Priority="65" Name="Medium List 1 Accent 5"/>
<w:LsdException Locked="false" Priority="66" Name="Medium List 2 Accent 5"/>
<w:LsdException Locked="false" Priority="67" Name="Medium Grid 1 Accent 5"/>
<w:LsdException Locked="false" Priority="68" Name="Medium Grid 2 Accent 5"/>
<w:LsdException Locked="false" Priority="69" Name="Medium Grid 3 Accent 5"/>
<w:LsdException Locked="false" Priority="70" Name="Dark List Accent 5"/>
<w:LsdException Locked="false" Priority="71" Name="Colorful Shading Accent 5"/>
<w:LsdException Locked="false" Priority="72" Name="Colorful List Accent 5"/>
<w:LsdException Locked="false" Priority="73" Name="Colorful Grid Accent 5"/>
<w:LsdException Locked="false" Priority="60" Name="Light Shading Accent 6"/>
<w:LsdException Locked="false" Priority="61" Name="Light List Accent 6"/>
<w:LsdException Locked="false" Priority="62" Name="Light Grid Accent 6"/>
<w:LsdException Locked="false" Priority="63" Name="Medium Shading 1 Accent 6"/>
<w:LsdException Locked="false" Priority="64" Name="Medium Shading 2 Accent 6"/>
<w:LsdException Locked="false" Priority="65" Name="Medium List 1 Accent 6"/>
<w:LsdException Locked="false" Priority="66" Name="Medium List 2 Accent 6"/>
<w:LsdException Locked="false" Priority="67" Name="Medium Grid 1 Accent 6"/>
<w:LsdException Locked="false" Priority="68" Name="Medium Grid 2 Accent 6"/>
<w:LsdException Locked="false" Priority="69" Name="Medium Grid 3 Accent 6"/>
<w:LsdException Locked="false" Priority="70" Name="Dark List Accent 6"/>
<w:LsdException Locked="false" Priority="71" Name="Colorful Shading Accent 6"/>
<w:LsdException Locked="false" Priority="72" Name="Colorful List Accent 6"/>
<w:LsdException Locked="false" Priority="73" Name="Colorful Grid Accent 6"/>
<w:LsdException Locked="false" Priority="19" QFormat="true"
Name="Subtle Emphasis"/>
<w:LsdException Locked="false" Priority="21" QFormat="true"
Name="Intense Emphasis"/>
<w:LsdException Locked="false" Priority="31" QFormat="true"
Name="Subtle Reference"/>
<w:LsdException Locked="false" Priority="32" QFormat="true"
Name="Intense Reference"/>
<w:LsdException Locked="false" Priority="33" QFormat="true" Name="Book Title"/>
<w:LsdException Locked="false" Priority="37" SemiHidden="true"
UnhideWhenUsed="true" Name="Bibliography"/>
<w:LsdException Locked="false" Priority="39" SemiHidden="true"
UnhideWhenUsed="true" QFormat="true" Name="TOC Heading"/>
<w:LsdException Locked="false" Priority="41" Name="Plain Table 1"/>
<w:LsdException Locked="false" Priority="42" Name="Plain Table 2"/>
<w:LsdException Locked="false" Priority="43" Name="Plain Table 3"/>
<w:LsdException Locked="false" Priority="44" Name="Plain Table 4"/>
<w:LsdException Locked="false" Priority="45" Name="Plain Table 5"/>
<w:LsdException Locked="false" Priority="40" Name="Grid Table Light"/>
<w:LsdException Locked="false" Priority="46" Name="Grid Table 1 Light"/>
<w:LsdException Locked="false" Priority="47" Name="Grid Table 2"/>
<w:LsdException Locked="false" Priority="48" Name="Grid Table 3"/>
<w:LsdException Locked="false" Priority="49" Name="Grid Table 4"/>
<w:LsdException Locked="false" Priority="50" Name="Grid Table 5 Dark"/>
<w:LsdException Locked="false" Priority="51" Name="Grid Table 6 Colorful"/>
<w:LsdException Locked="false" Priority="52" Name="Grid Table 7 Colorful"/>
<w:LsdException Locked="false" Priority="46"
Name="Grid Table 1 Light Accent 1"/>
<w:LsdException Locked="false" Priority="47" Name="Grid Table 2 Accent 1"/>
<w:LsdException Locked="false" Priority="48" Name="Grid Table 3 Accent 1"/>
<w:LsdException Locked="false" Priority="49" Name="Grid Table 4 Accent 1"/>
<w:LsdException Locked="false" Priority="50" Name="Grid Table 5 Dark Accent 1"/>
<w:LsdException Locked="false" Priority="51"
Name="Grid Table 6 Colorful Accent 1"/>
<w:LsdException Locked="false" Priority="52"
Name="Grid Table 7 Colorful Accent 1"/>
<w:LsdException Locked="false" Priority="46"
Name="Grid Table 1 Light Accent 2"/>
<w:LsdException Locked="false" Priority="47" Name="Grid Table 2 Accent 2"/>
<w:LsdException Locked="false" Priority="48" Name="Grid Table 3 Accent 2"/>
<w:LsdException Locked="false" Priority="49" Name="Grid Table 4 Accent 2"/>
<w:LsdException Locked="false" Priority="50" Name="Grid Table 5 Dark Accent 2"/>
<w:LsdException Locked="false" Priority="51"
Name="Grid Table 6 Colorful Accent 2"/>
<w:LsdException Locked="false" Priority="52"
Name="Grid Table 7 Colorful Accent 2"/>
<w:LsdException Locked="false" Priority="46"
Name="Grid Table 1 Light Accent 3"/>
<w:LsdException Locked="false" Priority="47" Name="Grid Table 2 Accent 3"/>
<w:LsdException Locked="false" Priority="48" Name="Grid Table 3 Accent 3"/>
<w:LsdException Locked="false" Priority="49" Name="Grid Table 4 Accent 3"/>
<w:LsdException Locked="false" Priority="50" Name="Grid Table 5 Dark Accent 3"/>
<w:LsdException Locked="false" Priority="51"
Name="Grid Table 6 Colorful Accent 3"/>
<w:LsdException Locked="false" Priority="52"
Name="Grid Table 7 Colorful Accent 3"/>
<w:LsdException Locked="false" Priority="46"
Name="Grid Table 1 Light Accent 4"/>
<w:LsdException Locked="false" Priority="47" Name="Grid Table 2 Accent 4"/>
<w:LsdException Locked="false" Priority="48" Name="Grid Table 3 Accent 4"/>
<w:LsdException Locked="false" Priority="49" Name="Grid Table 4 Accent 4"/>
<w:LsdException Locked="false" Priority="50" Name="Grid Table 5 Dark Accent 4"/>
<w:LsdException Locked="false" Priority="51"
Name="Grid Table 6 Colorful Accent 4"/>
<w:LsdException Locked="false" Priority="52"
Name="Grid Table 7 Colorful Accent 4"/>
<w:LsdException Locked="false" Priority="46"
Name="Grid Table 1 Light Accent 5"/>
<w:LsdException Locked="false" Priority="47" Name="Grid Table 2 Accent 5"/>
<w:LsdException Locked="false" Priority="48" Name="Grid Table 3 Accent 5"/>
<w:LsdException Locked="false" Priority="49" Name="Grid Table 4 Accent 5"/>
<w:LsdException Locked="false" Priority="50" Name="Grid Table 5 Dark Accent 5"/>
<w:LsdException Locked="false" Priority="51"
Name="Grid Table 6 Colorful Accent 5"/>
<w:LsdException Locked="false" Priority="52"
Name="Grid Table 7 Colorful Accent 5"/>
<w:LsdException Locked="false" Priority="46"
Name="Grid Table 1 Light Accent 6"/>
<w:LsdException Locked="false" Priority="47" Name="Grid Table 2 Accent 6"/>
<w:LsdException Locked="false" Priority="48" Name="Grid Table 3 Accent 6"/>
<w:LsdException Locked="false" Priority="49" Name="Grid Table 4 Accent 6"/>
<w:LsdException Locked="false" Priority="50" Name="Grid Table 5 Dark Accent 6"/>
<w:LsdException Locked="false" Priority="51"
Name="Grid Table 6 Colorful Accent 6"/>
<w:LsdException Locked="false" Priority="52"
Name="Grid Table 7 Colorful Accent 6"/>
<w:LsdException Locked="false" Priority="46" Name="List Table 1 Light"/>
<w:LsdException Locked="false" Priority="47" Name="List Table 2"/>
<w:LsdException Locked="false" Priority="48" Name="List Table 3"/>
<w:LsdException Locked="false" Priority="49" Name="List Table 4"/>
<w:LsdException Locked="false" Priority="50" Name="List Table 5 Dark"/>
<w:LsdException Locked="false" Priority="51" Name="List Table 6 Colorful"/>
<w:LsdException Locked="false" Priority="52" Name="List Table 7 Colorful"/>
<w:LsdException Locked="false" Priority="46"
Name="List Table 1 Light Accent 1"/>
<w:LsdException Locked="false" Priority="47" Name="List Table 2 Accent 1"/>
<w:LsdException Locked="false" Priority="48" Name="List Table 3 Accent 1"/>
<w:LsdException Locked="false" Priority="49" Name="List Table 4 Accent 1"/>
<w:LsdException Locked="false" Priority="50" Name="List Table 5 Dark Accent 1"/>
<w:LsdException Locked="false" Priority="51"
Name="List Table 6 Colorful Accent 1"/>
<w:LsdException Locked="false" Priority="52"
Name="List Table 7 Colorful Accent 1"/>
<w:LsdException Locked="false" Priority="46"
Name="List Table 1 Light Accent 2"/>
<w:LsdException Locked="false" Priority="47" Name="List Table 2 Accent 2"/>
<w:LsdException Locked="false" Priority="48" Name="List Table 3 Accent 2"/>
<w:LsdException Locked="false" Priority="49" Name="List Table 4 Accent 2"/>
<w:LsdException Locked="false" Priority="50" Name="List Table 5 Dark Accent 2"/>
<w:LsdException Locked="false" Priority="51"
Name="List Table 6 Colorful Accent 2"/>
<w:LsdException Locked="false" Priority="52"
Name="List Table 7 Colorful Accent 2"/>
<w:LsdException Locked="false" Priority="46"
Name="List Table 1 Light Accent 3"/>
<w:LsdException Locked="false" Priority="47" Name="List Table 2 Accent 3"/>
<w:LsdException Locked="false" Priority="48" Name="List Table 3 Accent 3"/>
<w:LsdException Locked="false" Priority="49" Name="List Table 4 Accent 3"/>
<w:LsdException Locked="false" Priority="50" Name="List Table 5 Dark Accent 3"/>
<w:LsdException Locked="false" Priority="51"
Name="List Table 6 Colorful Accent 3"/>
<w:LsdException Locked="false" Priority="52"
Name="List Table 7 Colorful Accent 3"/>
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<![endif]--></p><p class="MsoNormal" style="line-height: normal; text-align: left;">
</p><p class="MsoNormal" style="text-align: justify;"><span lang="EN-US" style="mso-ansi-language: EN-US;">We once again assembled the team to take on
KoreLogic’s annual Crack me if you can contest for Def Con 29. This year we had
12 members participating they were </span>s3in!c, blazer, golem445, user, pdo,
winxp5421, Waffle, gearjunkie, hops, cvsi, 0xln & usasoft. Since we were
from all over the world, we were able to continuously submit cracks throughout
the 48-hour duration of the contest. </p>
<p class="MsoNormal" style="text-align: justify;"><span lang="EN-US" style="mso-ansi-language: EN-US;">In preparation for the contest, we re-developed
the back end of our hash management platform “TeamLogic” and therefore expected
that things may not be as smooth. We expected to see exotic hashes or perhaps
some use of Hashcat’s new association mode. However, when we first saw the big
6GB download we thought it would be interesting as we wondered how the hashes
would be shared with us. Would they be in a text file on the desktop? What
operating system would it be running? Do we have to extract the hashes?
Nevertheless, some of us setup VirtualBox in preparation.<span style="mso-spacerun: yes;"> </span>Upon receiving the decryption key, this was
some of the chatter that occurred. </span></p>
<p class="MsoNormal" style="text-align: left;"><span lang="EN-US" style="mso-ansi-language: EN-US;"></span></p><blockquote>“Sorry
guys, it’s a Windows… good luck have fun”</blockquote><p></p>
<p class="MsoNormal" style="text-align: left;"><span lang="EN-US" style="mso-ansi-language: EN-US;"></span></p><blockquote>“How come
this VM is not working?”</blockquote><p></p>
<p class="MsoNormal" style="text-align: left;"><span lang="EN-US" style="mso-ansi-language: EN-US;"></span></p><blockquote>“This VM
keeps restarting”</blockquote><p></p>
<p class="MsoNormal" style="text-align: left;"><span lang="EN-US" style="mso-ansi-language: EN-US;"></span></p><blockquote>“This VM
does not work in VMware”</blockquote><p></p>
<p class="MsoNormal" style="text-align: left;"><span lang="EN-US" style="mso-ansi-language: EN-US;"></span></p><blockquote>“Nothing is
working properly with this VM”</blockquote><p></p>
<p class="MsoNormal" style="text-align: left;"><span lang="EN-US" style="mso-ansi-language: EN-US;"></span></p><blockquote>“There are
a crap ton of objects in this AD”</blockquote><p></p>
<p class="MsoNormal" style="text-align: left;"><span lang="EN-US" style="mso-ansi-language: EN-US;">As a team of
hobbyist password crackers, who don’t generally dump hashes of domain
controllers daily, it took us some time to navigate the forensic side of
things. We were able to use various methods to access the VM including:</span></p>
<p class="MsoNoSpacing" style="margin-left: 36pt; text-align: left; text-indent: -18pt;"><span lang="EN-US" style="font-family: Symbol; mso-ansi-language: EN-US; mso-bidi-font-family: Symbol; mso-fareast-font-family: Symbol;"><span style="mso-list: Ignore;">·<span style="font: 7pt "Times New Roman";">
</span></span></span><span lang="EN-US" style="mso-ansi-language: EN-US;">Cracking
the admin AD hash and logging in normally</span></p>
<p class="MsoNoSpacing" style="margin-left: 36pt; text-align: left; text-indent: -18pt;"><span lang="EN-US" style="font-family: Symbol; mso-ansi-language: EN-US; mso-bidi-font-family: Symbol; mso-fareast-font-family: Symbol;"><span style="mso-list: Ignore;">·<span style="font: 7pt "Times New Roman";">
</span></span></span><span lang="EN-US" style="mso-ansi-language: EN-US;">Extracting
the ntds file directly off the image file</span></p>
<p class="MsoNoSpacing" style="margin-left: 36pt; text-align: left; text-indent: -18pt;"><span lang="EN-US" style="font-family: Symbol; mso-ansi-language: EN-US; mso-bidi-font-family: Symbol; mso-fareast-font-family: Symbol;"><span style="mso-list: Ignore;">·<span style="font: 7pt "Times New Roman";">
</span></span></span><span lang="EN-US" style="mso-ansi-language: EN-US;">Dumping
the ntds file off the running VM</span></p>
<p class="MsoNoSpacing" style="margin-left: 36pt; text-align: left; text-indent: -18pt;"><span lang="EN-US" style="font-family: Symbol; mso-ansi-language: EN-US; mso-bidi-font-family: Symbol; mso-fareast-font-family: Symbol;"><span style="mso-list: Ignore;">·<span style="font: 7pt "Times New Roman";">
</span></span></span><span lang="EN-US" style="mso-ansi-language: EN-US;">Live
booting over the VM</span><span lang="EN-US" style="mso-ansi-language: EN-US;"> </span></p><p class="MsoNoSpacing" style="text-align: left;"><span lang="EN-US" style="mso-ansi-language: EN-US;">The
sheer volume of objects in the AD made things extremely sluggish, mimikatz was
run on the Vm and impacket was also used to dump the ntlm hashes off the ntds
file. </span></p>
<p class="MsoNoSpacing" style="text-align: left;"><i><span lang="EN-US" style="mso-ansi-language: EN-US;">Protip:
Use pypy instead of normal python for a nice speedup when using impacket’s
secrestdump.py</span></i></p>
<p class="MsoNoSpacing" style="text-align: left;"><span lang="EN-US" style="mso-ansi-language: EN-US;">We
suspected that other teams were in a similar situation to us, as we did not see
the scoreboard being populated. We made a start with a partial dump and believe
we were the first to register scores across all the various hash histories</span></p><p class="MsoNoSpacing" style="text-align: left;"><span lang="EN-US" style="mso-ansi-language: EN-US;"><span lang="EN-US" style="mso-ansi-language: EN-US;"><!--[if gte mso 9]><xml>
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</span></p><p class="MsoNoSpacing" style="text-align: left;"><span lang="EN-US" style="mso-ansi-language: EN-US;">Once the
hashes were upload to our hash management platform, we all went of to work our
magic on the hashes. Some notable patterns which we noticed where the
lyrics/quotes, ferengi, bible phrases along with the occasional bonjovi, minga
and korelogic plaintexts scattered. </span></p>
<p class="MsoNoSpacing" style="text-align: center;"><span lang="EN-US" style="mso-ansi-language: EN-US;"> </span><span lang="EN-US" style="mso-ansi-language: EN-US;"><img alt="" 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" 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<p class="MsoNoSpacing" style="text-align: left;"><span lang="EN-US" style="mso-ansi-language: EN-US;">Having
retrieved a sufficient number of plaintexts, the hashes were grouped by users
to create a visual aid in assisting us to discover patterns. </span></p>
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<w:Zoom>0</w:Zoom>
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table.MsoNormalTable
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mso-para-margin-left:0cm;
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" /></span></p><p class="MsoNoSpacing" style="text-align: left;"><span lang="EN-US" style="mso-ansi-language: EN-US;">When we
initially saw that these hashes were NTLM only we thought that it would be a
game of who has the highest hashrate wins contest. However, we were quite wrong,
because a bruteforce approach would not have been effective at all. <span style="mso-spacerun: yes;"> </span>Korelogic had put some thought in designing
the passwords in such a way that other exhaustive approaches had to be taken
such as switching to pure kernels to attack very long plaintexts.</span></p><p class="MsoNoSpacing" style="text-align: center;"><span lang="EN-US" style="mso-ansi-language: EN-US;"><img alt="" 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<w:Zoom>0</w:Zoom>
<w:TrackMoves/>
<w:TrackFormatting/>
<w:PunctuationKerning/>
<w:ValidateAgainstSchemas/>
<w:SaveIfXMLInvalid>false</w:SaveIfXMLInvalid>
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<w:DoNotPromoteQF/>
<w:LidThemeOther>EN-AU</w:LidThemeOther>
<w:LidThemeAsian>X-NONE</w:LidThemeAsian>
<w:LidThemeComplexScript>X-NONE</w:LidThemeComplexScript>
<w:Compatibility>
<w:BreakWrappedTables/>
<w:SnapToGridInCell/>
<w:WrapTextWithPunct/>
<w:UseAsianBreakRules/>
<w:DontGrowAutofit/>
<w:SplitPgBreakAndParaMark/>
<w:EnableOpenTypeKerning/>
<w:DontFlipMirrorIndents/>
<w:OverrideTableStyleHps/>
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<m:brkBin m:val="before"/>
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<m:smallFrac m:val="off"/>
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<m:wrapIndent m:val="1440"/>
<m:intLim m:val="subSup"/>
<m:naryLim m:val="undOvr"/>
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<w:LsdException Locked="false" SemiHidden="true" UnhideWhenUsed="true"
Name="Body Text Indent 2"/>
<w:LsdException Locked="false" SemiHidden="true" UnhideWhenUsed="true"
Name="Body Text Indent 3"/>
<w:LsdException Locked="false" SemiHidden="true" UnhideWhenUsed="true"
Name="Block Text"/>
<w:LsdException Locked="false" SemiHidden="true" UnhideWhenUsed="true"
Name="Hyperlink"/>
<w:LsdException Locked="false" SemiHidden="true" UnhideWhenUsed="true"
Name="FollowedHyperlink"/>
<w:LsdException Locked="false" Priority="22" QFormat="true" Name="Strong"/>
<w:LsdException Locked="false" Priority="20" QFormat="true" Name="Emphasis"/>
<w:LsdException Locked="false" SemiHidden="true" UnhideWhenUsed="true"
Name="Document Map"/>
<w:LsdException Locked="false" SemiHidden="true" UnhideWhenUsed="true"
Name="Plain Text"/>
<w:LsdException Locked="false" SemiHidden="true" UnhideWhenUsed="true"
Name="E-mail Signature"/>
<w:LsdException Locked="false" SemiHidden="true" UnhideWhenUsed="true"
Name="HTML Top of Form"/>
<w:LsdException Locked="false" SemiHidden="true" UnhideWhenUsed="true"
Name="HTML Bottom of Form"/>
<w:LsdException Locked="false" SemiHidden="true" UnhideWhenUsed="true"
Name="Normal (Web)"/>
<w:LsdException Locked="false" SemiHidden="true" UnhideWhenUsed="true"
Name="HTML Acronym"/>
<w:LsdException Locked="false" SemiHidden="true" UnhideWhenUsed="true"
Name="HTML Address"/>
<w:LsdException Locked="false" SemiHidden="true" UnhideWhenUsed="true"
Name="HTML Cite"/>
<w:LsdException Locked="false" SemiHidden="true" UnhideWhenUsed="true"
Name="HTML Code"/>
<w:LsdException Locked="false" SemiHidden="true" UnhideWhenUsed="true"
Name="HTML Definition"/>
<w:LsdException Locked="false" SemiHidden="true" UnhideWhenUsed="true"
Name="HTML Keyboard"/>
<w:LsdException Locked="false" SemiHidden="true" UnhideWhenUsed="true"
Name="HTML Preformatted"/>
<w:LsdException Locked="false" SemiHidden="true" UnhideWhenUsed="true"
Name="HTML Sample"/>
<w:LsdException Locked="false" SemiHidden="true" UnhideWhenUsed="true"
Name="HTML Typewriter"/>
<w:LsdException Locked="false" SemiHidden="true" UnhideWhenUsed="true"
Name="HTML Variable"/>
<w:LsdException Locked="false" SemiHidden="true" UnhideWhenUsed="true"
Name="Normal Table"/>
<w:LsdException Locked="false" SemiHidden="true" UnhideWhenUsed="true"
Name="annotation subject"/>
<w:LsdException Locked="false" SemiHidden="true" UnhideWhenUsed="true"
Name="No List"/>
<w:LsdException Locked="false" SemiHidden="true" UnhideWhenUsed="true"
Name="Outline List 1"/>
<w:LsdException Locked="false" SemiHidden="true" UnhideWhenUsed="true"
Name="Outline List 2"/>
<w:LsdException Locked="false" SemiHidden="true" UnhideWhenUsed="true"
Name="Outline List 3"/>
<w:LsdException Locked="false" SemiHidden="true" UnhideWhenUsed="true"
Name="Table Simple 1"/>
<w:LsdException Locked="false" SemiHidden="true" UnhideWhenUsed="true"
Name="Table Simple 2"/>
<w:LsdException Locked="false" SemiHidden="true" UnhideWhenUsed="true"
Name="Table Simple 3"/>
<w:LsdException Locked="false" SemiHidden="true" UnhideWhenUsed="true"
Name="Table Classic 1"/>
<w:LsdException Locked="false" SemiHidden="true" UnhideWhenUsed="true"
Name="Table Classic 2"/>
<w:LsdException Locked="false" SemiHidden="true" UnhideWhenUsed="true"
Name="Table Classic 3"/>
<w:LsdException Locked="false" SemiHidden="true" UnhideWhenUsed="true"
Name="Table Classic 4"/>
<w:LsdException Locked="false" SemiHidden="true" UnhideWhenUsed="true"
Name="Table Colorful 1"/>
<w:LsdException Locked="false" SemiHidden="true" UnhideWhenUsed="true"
Name="Table Colorful 2"/>
<w:LsdException Locked="false" SemiHidden="true" UnhideWhenUsed="true"
Name="Table Colorful 3"/>
<w:LsdException Locked="false" SemiHidden="true" UnhideWhenUsed="true"
Name="Table Columns 1"/>
<w:LsdException Locked="false" SemiHidden="true" UnhideWhenUsed="true"
Name="Table Columns 2"/>
<w:LsdException Locked="false" SemiHidden="true" UnhideWhenUsed="true"
Name="Table Columns 3"/>
<w:LsdException Locked="false" SemiHidden="true" UnhideWhenUsed="true"
Name="Table Columns 4"/>
<w:LsdException Locked="false" SemiHidden="true" UnhideWhenUsed="true"
Name="Table Columns 5"/>
<w:LsdException Locked="false" SemiHidden="true" UnhideWhenUsed="true"
Name="Table Grid 1"/>
<w:LsdException Locked="false" SemiHidden="true" UnhideWhenUsed="true"
Name="Table Grid 2"/>
<w:LsdException Locked="false" SemiHidden="true" UnhideWhenUsed="true"
Name="Table Grid 3"/>
<w:LsdException Locked="false" SemiHidden="true" UnhideWhenUsed="true"
Name="Table Grid 4"/>
<w:LsdException Locked="false" SemiHidden="true" UnhideWhenUsed="true"
Name="Table Grid 5"/>
<w:LsdException Locked="false" SemiHidden="true" UnhideWhenUsed="true"
Name="Table Grid 6"/>
<w:LsdException Locked="false" SemiHidden="true" UnhideWhenUsed="true"
Name="Table Grid 7"/>
<w:LsdException Locked="false" SemiHidden="true" UnhideWhenUsed="true"
Name="Table Grid 8"/>
<w:LsdException Locked="false" SemiHidden="true" UnhideWhenUsed="true"
Name="Table List 1"/>
<w:LsdException Locked="false" SemiHidden="true" UnhideWhenUsed="true"
Name="Table List 2"/>
<w:LsdException Locked="false" SemiHidden="true" UnhideWhenUsed="true"
Name="Table List 3"/>
<w:LsdException Locked="false" SemiHidden="true" UnhideWhenUsed="true"
Name="Table List 4"/>
<w:LsdException Locked="false" SemiHidden="true" UnhideWhenUsed="true"
Name="Table List 5"/>
<w:LsdException Locked="false" SemiHidden="true" UnhideWhenUsed="true"
Name="Table List 6"/>
<w:LsdException Locked="false" SemiHidden="true" UnhideWhenUsed="true"
Name="Table List 7"/>
<w:LsdException Locked="false" SemiHidden="true" UnhideWhenUsed="true"
Name="Table List 8"/>
<w:LsdException Locked="false" SemiHidden="true" UnhideWhenUsed="true"
Name="Table 3D effects 1"/>
<w:LsdException Locked="false" SemiHidden="true" UnhideWhenUsed="true"
Name="Table 3D effects 2"/>
<w:LsdException Locked="false" SemiHidden="true" UnhideWhenUsed="true"
Name="Table 3D effects 3"/>
<w:LsdException Locked="false" SemiHidden="true" UnhideWhenUsed="true"
Name="Table Contemporary"/>
<w:LsdException Locked="false" SemiHidden="true" UnhideWhenUsed="true"
Name="Table Elegant"/>
<w:LsdException Locked="false" SemiHidden="true" UnhideWhenUsed="true"
Name="Table Professional"/>
<w:LsdException Locked="false" SemiHidden="true" UnhideWhenUsed="true"
Name="Table Subtle 1"/>
<w:LsdException Locked="false" SemiHidden="true" UnhideWhenUsed="true"
Name="Table Subtle 2"/>
<w:LsdException Locked="false" SemiHidden="true" UnhideWhenUsed="true"
Name="Table Web 1"/>
<w:LsdException Locked="false" SemiHidden="true" UnhideWhenUsed="true"
Name="Table Web 2"/>
<w:LsdException Locked="false" SemiHidden="true" UnhideWhenUsed="true"
Name="Table Web 3"/>
<w:LsdException Locked="false" SemiHidden="true" UnhideWhenUsed="true"
Name="Balloon Text"/>
<w:LsdException Locked="false" Priority="39" Name="Table Grid"/>
<w:LsdException Locked="false" SemiHidden="true" UnhideWhenUsed="true"
Name="Table Theme"/>
<w:LsdException Locked="false" SemiHidden="true" Name="Placeholder Text"/>
<w:LsdException Locked="false" Priority="1" QFormat="true" Name="No Spacing"/>
<w:LsdException Locked="false" Priority="60" Name="Light Shading"/>
<w:LsdException Locked="false" Priority="61" Name="Light List"/>
<w:LsdException Locked="false" Priority="62" Name="Light Grid"/>
<w:LsdException Locked="false" Priority="63" Name="Medium Shading 1"/>
<w:LsdException Locked="false" Priority="64" Name="Medium Shading 2"/>
<w:LsdException Locked="false" Priority="65" Name="Medium List 1"/>
<w:LsdException Locked="false" Priority="66" Name="Medium List 2"/>
<w:LsdException Locked="false" Priority="67" Name="Medium Grid 1"/>
<w:LsdException Locked="false" Priority="68" Name="Medium Grid 2"/>
<w:LsdException Locked="false" Priority="69" Name="Medium Grid 3"/>
<w:LsdException Locked="false" Priority="70" Name="Dark List"/>
<w:LsdException Locked="false" Priority="71" Name="Colorful Shading"/>
<w:LsdException Locked="false" Priority="72" Name="Colorful List"/>
<w:LsdException Locked="false" Priority="73" Name="Colorful Grid"/>
<w:LsdException Locked="false" Priority="60" Name="Light Shading Accent 1"/>
<w:LsdException Locked="false" Priority="61" Name="Light List Accent 1"/>
<w:LsdException Locked="false" Priority="62" Name="Light Grid Accent 1"/>
<w:LsdException Locked="false" Priority="63" Name="Medium Shading 1 Accent 1"/>
<w:LsdException Locked="false" Priority="64" Name="Medium Shading 2 Accent 1"/>
<w:LsdException Locked="false" Priority="65" Name="Medium List 1 Accent 1"/>
<w:LsdException Locked="false" SemiHidden="true" Name="Revision"/>
<w:LsdException Locked="false" Priority="34" QFormat="true"
Name="List Paragraph"/>
<w:LsdException Locked="false" Priority="29" QFormat="true" Name="Quote"/>
<w:LsdException Locked="false" Priority="30" QFormat="true"
Name="Intense Quote"/>
<w:LsdException Locked="false" Priority="66" Name="Medium List 2 Accent 1"/>
<w:LsdException Locked="false" Priority="67" Name="Medium Grid 1 Accent 1"/>
<w:LsdException Locked="false" Priority="68" Name="Medium Grid 2 Accent 1"/>
<w:LsdException Locked="false" Priority="69" Name="Medium Grid 3 Accent 1"/>
<w:LsdException Locked="false" Priority="70" Name="Dark List Accent 1"/>
<w:LsdException Locked="false" Priority="71" Name="Colorful Shading Accent 1"/>
<w:LsdException Locked="false" Priority="72" Name="Colorful List Accent 1"/>
<w:LsdException Locked="false" Priority="73" Name="Colorful Grid Accent 1"/>
<w:LsdException Locked="false" Priority="60" Name="Light Shading Accent 2"/>
<w:LsdException Locked="false" Priority="61" Name="Light List Accent 2"/>
<w:LsdException Locked="false" Priority="62" Name="Light Grid Accent 2"/>
<w:LsdException Locked="false" Priority="63" Name="Medium Shading 1 Accent 2"/>
<w:LsdException Locked="false" Priority="64" Name="Medium Shading 2 Accent 2"/>
<w:LsdException Locked="false" Priority="65" Name="Medium List 1 Accent 2"/>
<w:LsdException Locked="false" Priority="66" Name="Medium List 2 Accent 2"/>
<w:LsdException Locked="false" Priority="67" Name="Medium Grid 1 Accent 2"/>
<w:LsdException Locked="false" Priority="68" Name="Medium Grid 2 Accent 2"/>
<w:LsdException Locked="false" Priority="69" Name="Medium Grid 3 Accent 2"/>
<w:LsdException Locked="false" Priority="70" Name="Dark List Accent 2"/>
<w:LsdException Locked="false" Priority="71" Name="Colorful Shading Accent 2"/>
<w:LsdException Locked="false" Priority="72" Name="Colorful List Accent 2"/>
<w:LsdException Locked="false" Priority="73" Name="Colorful Grid Accent 2"/>
<w:LsdException Locked="false" Priority="60" Name="Light Shading Accent 3"/>
<w:LsdException Locked="false" Priority="61" Name="Light List Accent 3"/>
<w:LsdException Locked="false" Priority="62" Name="Light Grid Accent 3"/>
<w:LsdException Locked="false" Priority="63" Name="Medium Shading 1 Accent 3"/>
<w:LsdException Locked="false" Priority="64" Name="Medium Shading 2 Accent 3"/>
<w:LsdException Locked="false" Priority="65" Name="Medium List 1 Accent 3"/>
<w:LsdException Locked="false" Priority="66" Name="Medium List 2 Accent 3"/>
<w:LsdException Locked="false" Priority="67" Name="Medium Grid 1 Accent 3"/>
<w:LsdException Locked="false" Priority="68" Name="Medium Grid 2 Accent 3"/>
<w:LsdException Locked="false" Priority="69" Name="Medium Grid 3 Accent 3"/>
<w:LsdException Locked="false" Priority="70" Name="Dark List Accent 3"/>
<w:LsdException Locked="false" Priority="71" Name="Colorful Shading Accent 3"/>
<w:LsdException Locked="false" Priority="72" Name="Colorful List Accent 3"/>
<w:LsdException Locked="false" Priority="73" Name="Colorful Grid Accent 3"/>
<w:LsdException Locked="false" Priority="60" Name="Light Shading Accent 4"/>
<w:LsdException Locked="false" Priority="61" Name="Light List Accent 4"/>
<w:LsdException Locked="false" Priority="62" Name="Light Grid Accent 4"/>
<w:LsdException Locked="false" Priority="63" Name="Medium Shading 1 Accent 4"/>
<w:LsdException Locked="false" Priority="64" Name="Medium Shading 2 Accent 4"/>
<w:LsdException Locked="false" Priority="65" Name="Medium List 1 Accent 4"/>
<w:LsdException Locked="false" Priority="66" Name="Medium List 2 Accent 4"/>
<w:LsdException Locked="false" Priority="67" Name="Medium Grid 1 Accent 4"/>
<w:LsdException Locked="false" Priority="68" Name="Medium Grid 2 Accent 4"/>
<w:LsdException Locked="false" Priority="69" Name="Medium Grid 3 Accent 4"/>
<w:LsdException Locked="false" Priority="70" Name="Dark List Accent 4"/>
<w:LsdException Locked="false" Priority="71" Name="Colorful Shading Accent 4"/>
<w:LsdException Locked="false" Priority="72" Name="Colorful List Accent 4"/>
<w:LsdException Locked="false" Priority="73" Name="Colorful Grid Accent 4"/>
<w:LsdException Locked="false" Priority="60" Name="Light Shading Accent 5"/>
<w:LsdException Locked="false" Priority="61" Name="Light List Accent 5"/>
<w:LsdException Locked="false" Priority="62" Name="Light Grid Accent 5"/>
<w:LsdException Locked="false" Priority="63" Name="Medium Shading 1 Accent 5"/>
<w:LsdException Locked="false" Priority="64" Name="Medium Shading 2 Accent 5"/>
<w:LsdException Locked="false" Priority="65" Name="Medium List 1 Accent 5"/>
<w:LsdException Locked="false" Priority="66" Name="Medium List 2 Accent 5"/>
<w:LsdException Locked="false" Priority="67" Name="Medium Grid 1 Accent 5"/>
<w:LsdException Locked="false" Priority="68" Name="Medium Grid 2 Accent 5"/>
<w:LsdException Locked="false" Priority="69" Name="Medium Grid 3 Accent 5"/>
<w:LsdException Locked="false" Priority="70" Name="Dark List Accent 5"/>
<w:LsdException Locked="false" Priority="71" Name="Colorful Shading Accent 5"/>
<w:LsdException Locked="false" Priority="72" Name="Colorful List Accent 5"/>
<w:LsdException Locked="false" Priority="73" Name="Colorful Grid Accent 5"/>
<w:LsdException Locked="false" Priority="60" Name="Light Shading Accent 6"/>
<w:LsdException Locked="false" Priority="61" Name="Light List Accent 6"/>
<w:LsdException Locked="false" Priority="62" Name="Light Grid Accent 6"/>
<w:LsdException Locked="false" Priority="63" Name="Medium Shading 1 Accent 6"/>
<w:LsdException Locked="false" Priority="64" Name="Medium Shading 2 Accent 6"/>
<w:LsdException Locked="false" Priority="65" Name="Medium List 1 Accent 6"/>
<w:LsdException Locked="false" Priority="66" Name="Medium List 2 Accent 6"/>
<w:LsdException Locked="false" Priority="67" Name="Medium Grid 1 Accent 6"/>
<w:LsdException Locked="false" Priority="68" Name="Medium Grid 2 Accent 6"/>
<w:LsdException Locked="false" Priority="69" Name="Medium Grid 3 Accent 6"/>
<w:LsdException Locked="false" Priority="70" Name="Dark List Accent 6"/>
<w:LsdException Locked="false" Priority="71" Name="Colorful Shading Accent 6"/>
<w:LsdException Locked="false" Priority="72" Name="Colorful List Accent 6"/>
<w:LsdException Locked="false" Priority="73" Name="Colorful Grid Accent 6"/>
<w:LsdException Locked="false" Priority="19" QFormat="true"
Name="Subtle Emphasis"/>
<w:LsdException Locked="false" Priority="21" QFormat="true"
Name="Intense Emphasis"/>
<w:LsdException Locked="false" Priority="31" QFormat="true"
Name="Subtle Reference"/>
<w:LsdException Locked="false" Priority="32" QFormat="true"
Name="Intense Reference"/>
<w:LsdException Locked="false" Priority="33" QFormat="true" Name="Book Title"/>
<w:LsdException Locked="false" Priority="37" SemiHidden="true"
UnhideWhenUsed="true" Name="Bibliography"/>
<w:LsdException Locked="false" Priority="39" SemiHidden="true"
UnhideWhenUsed="true" QFormat="true" Name="TOC Heading"/>
<w:LsdException Locked="false" Priority="41" Name="Plain Table 1"/>
<w:LsdException Locked="false" Priority="42" Name="Plain Table 2"/>
<w:LsdException Locked="false" Priority="43" Name="Plain Table 3"/>
<w:LsdException Locked="false" Priority="44" Name="Plain Table 4"/>
<w:LsdException Locked="false" Priority="45" Name="Plain Table 5"/>
<w:LsdException Locked="false" Priority="40" Name="Grid Table Light"/>
<w:LsdException Locked="false" Priority="46" Name="Grid Table 1 Light"/>
<w:LsdException Locked="false" Priority="47" Name="Grid Table 2"/>
<w:LsdException Locked="false" Priority="48" Name="Grid Table 3"/>
<w:LsdException Locked="false" Priority="49" Name="Grid Table 4"/>
<w:LsdException Locked="false" Priority="50" Name="Grid Table 5 Dark"/>
<w:LsdException Locked="false" Priority="51" Name="Grid Table 6 Colorful"/>
<w:LsdException Locked="false" Priority="52" Name="Grid Table 7 Colorful"/>
<w:LsdException Locked="false" Priority="46"
Name="Grid Table 1 Light Accent 1"/>
<w:LsdException Locked="false" Priority="47" Name="Grid Table 2 Accent 1"/>
<w:LsdException Locked="false" Priority="48" Name="Grid Table 3 Accent 1"/>
<w:LsdException Locked="false" Priority="49" Name="Grid Table 4 Accent 1"/>
<w:LsdException Locked="false" Priority="50" Name="Grid Table 5 Dark Accent 1"/>
<w:LsdException Locked="false" Priority="51"
Name="Grid Table 6 Colorful Accent 1"/>
<w:LsdException Locked="false" Priority="52"
Name="Grid Table 7 Colorful Accent 1"/>
<w:LsdException Locked="false" Priority="46"
Name="Grid Table 1 Light Accent 2"/>
<w:LsdException Locked="false" Priority="47" Name="Grid Table 2 Accent 2"/>
<w:LsdException Locked="false" Priority="48" Name="Grid Table 3 Accent 2"/>
<w:LsdException Locked="false" Priority="49" Name="Grid Table 4 Accent 2"/>
<w:LsdException Locked="false" Priority="50" Name="Grid Table 5 Dark Accent 2"/>
<w:LsdException Locked="false" Priority="51"
Name="Grid Table 6 Colorful Accent 2"/>
<w:LsdException Locked="false" Priority="52"
Name="Grid Table 7 Colorful Accent 2"/>
<w:LsdException Locked="false" Priority="46"
Name="Grid Table 1 Light Accent 3"/>
<w:LsdException Locked="false" Priority="47" Name="Grid Table 2 Accent 3"/>
<w:LsdException Locked="false" Priority="48" Name="Grid Table 3 Accent 3"/>
<w:LsdException Locked="false" Priority="49" Name="Grid Table 4 Accent 3"/>
<w:LsdException Locked="false" Priority="50" Name="Grid Table 5 Dark Accent 3"/>
<w:LsdException Locked="false" Priority="51"
Name="Grid Table 6 Colorful Accent 3"/>
<w:LsdException Locked="false" Priority="52"
Name="Grid Table 7 Colorful Accent 3"/>
<w:LsdException Locked="false" Priority="46"
Name="Grid Table 1 Light Accent 4"/>
<w:LsdException Locked="false" Priority="47" Name="Grid Table 2 Accent 4"/>
<w:LsdException Locked="false" Priority="48" Name="Grid Table 3 Accent 4"/>
<w:LsdException Locked="false" Priority="49" Name="Grid Table 4 Accent 4"/>
<w:LsdException Locked="false" Priority="50" Name="Grid Table 5 Dark Accent 4"/>
<w:LsdException Locked="false" Priority="51"
Name="Grid Table 6 Colorful Accent 4"/>
<w:LsdException Locked="false" Priority="52"
Name="Grid Table 7 Colorful Accent 4"/>
<w:LsdException Locked="false" Priority="46"
Name="Grid Table 1 Light Accent 5"/>
<w:LsdException Locked="false" Priority="47" Name="Grid Table 2 Accent 5"/>
<w:LsdException Locked="false" Priority="48" Name="Grid Table 3 Accent 5"/>
<w:LsdException Locked="false" Priority="49" Name="Grid Table 4 Accent 5"/>
<w:LsdException Locked="false" Priority="50" Name="Grid Table 5 Dark Accent 5"/>
<w:LsdException Locked="false" Priority="51"
Name="Grid Table 6 Colorful Accent 5"/>
<w:LsdException Locked="false" Priority="52"
Name="Grid Table 7 Colorful Accent 5"/>
<w:LsdException Locked="false" Priority="46"
Name="Grid Table 1 Light Accent 6"/>
<w:LsdException Locked="false" Priority="47" Name="Grid Table 2 Accent 6"/>
<w:LsdException Locked="false" Priority="48" Name="Grid Table 3 Accent 6"/>
<w:LsdException Locked="false" Priority="49" Name="Grid Table 4 Accent 6"/>
<w:LsdException Locked="false" Priority="50" Name="Grid Table 5 Dark Accent 6"/>
<w:LsdException Locked="false" Priority="51"
Name="Grid Table 6 Colorful Accent 6"/>
<w:LsdException Locked="false" Priority="52"
Name="Grid Table 7 Colorful Accent 6"/>
<w:LsdException Locked="false" Priority="46" Name="List Table 1 Light"/>
<w:LsdException Locked="false" Priority="47" Name="List Table 2"/>
<w:LsdException Locked="false" Priority="48" Name="List Table 3"/>
<w:LsdException Locked="false" Priority="49" Name="List Table 4"/>
<w:LsdException Locked="false" Priority="50" Name="List Table 5 Dark"/>
<w:LsdException Locked="false" Priority="51" Name="List Table 6 Colorful"/>
<w:LsdException Locked="false" Priority="52" Name="List Table 7 Colorful"/>
<w:LsdException Locked="false" Priority="46"
Name="List Table 1 Light Accent 1"/>
<w:LsdException Locked="false" Priority="47" Name="List Table 2 Accent 1"/>
<w:LsdException Locked="false" Priority="48" Name="List Table 3 Accent 1"/>
<w:LsdException Locked="false" Priority="49" Name="List Table 4 Accent 1"/>
<w:LsdException Locked="false" Priority="50" Name="List Table 5 Dark Accent 1"/>
<w:LsdException Locked="false" Priority="51"
Name="List Table 6 Colorful Accent 1"/>
<w:LsdException Locked="false" Priority="52"
Name="List Table 7 Colorful Accent 1"/>
<w:LsdException Locked="false" Priority="46"
Name="List Table 1 Light Accent 2"/>
<w:LsdException Locked="false" Priority="47" Name="List Table 2 Accent 2"/>
<w:LsdException Locked="false" Priority="48" Name="List Table 3 Accent 2"/>
<w:LsdException Locked="false" Priority="49" Name="List Table 4 Accent 2"/>
<w:LsdException Locked="false" Priority="50" Name="List Table 5 Dark Accent 2"/>
<w:LsdException Locked="false" Priority="51"
Name="List Table 6 Colorful Accent 2"/>
<w:LsdException Locked="false" Priority="52"
Name="List Table 7 Colorful Accent 2"/>
<w:LsdException Locked="false" Priority="46"
Name="List Table 1 Light Accent 3"/>
<w:LsdException Locked="false" Priority="47" Name="List Table 2 Accent 3"/>
<w:LsdException Locked="false" Priority="48" Name="List Table 3 Accent 3"/>
<w:LsdException Locked="false" Priority="49" Name="List Table 4 Accent 3"/>
<w:LsdException Locked="false" Priority="50" Name="List Table 5 Dark Accent 3"/>
<w:LsdException Locked="false" Priority="51"
Name="List Table 6 Colorful Accent 3"/>
<w:LsdException Locked="false" Priority="52"
Name="List Table 7 Colorful Accent 3"/>
<w:LsdException Locked="false" Priority="46"
Name="List Table 1 Light Accent 4"/>
<w:LsdException Locked="false" Priority="47" Name="List Table 2 Accent 4"/>
<w:LsdException Locked="false" Priority="48" Name="List Table 3 Accent 4"/>
<w:LsdException Locked="false" Priority="49" Name="List Table 4 Accent 4"/>
<w:LsdException Locked="false" Priority="50" Name="List Table 5 Dark Accent 4"/>
<w:LsdException Locked="false" Priority="51"
Name="List Table 6 Colorful Accent 4"/>
<w:LsdException Locked="false" Priority="52"
Name="List Table 7 Colorful Accent 4"/>
<w:LsdException Locked="false" Priority="46"
Name="List Table 1 Light Accent 5"/>
<w:LsdException Locked="false" Priority="47" Name="List Table 2 Accent 5"/>
<w:LsdException Locked="false" Priority="48" Name="List Table 3 Accent 5"/>
<w:LsdException Locked="false" Priority="49" Name="List Table 4 Accent 5"/>
<w:LsdException Locked="false" Priority="50" Name="List Table 5 Dark Accent 5"/>
<w:LsdException Locked="false" Priority="51"
Name="List Table 6 Colorful Accent 5"/>
<w:LsdException Locked="false" Priority="52"
Name="List Table 7 Colorful Accent 5"/>
<w:LsdException Locked="false" Priority="46"
Name="List Table 1 Light Accent 6"/>
<w:LsdException Locked="false" Priority="47" Name="List Table 2 Accent 6"/>
<w:LsdException Locked="false" Priority="48" Name="List Table 3 Accent 6"/>
<w:LsdException Locked="false" Priority="49" Name="List Table 4 Accent 6"/>
<w:LsdException Locked="false" Priority="50" Name="List Table 5 Dark Accent 6"/>
<w:LsdException Locked="false" Priority="51"
Name="List Table 6 Colorful Accent 6"/>
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</span></p><p class="MsoNoSpacing" style="text-align: left;"><span lang="EN-US" style="mso-ansi-language: EN-US;">Despite
having to apply various hotfixes to our hash management platform and running
into minor hiccups, we cracked most of the passwords very early on, as shown in
our internal submission graph. Towards the last 12 hours of the contest, we
developed a workflow which consisted of converting as many history6 hashes as
we could to history5 and so on until history2. From here, we would try to
isolate a pattern and crack as many history1 and ultimately history0 hashes as
we could.</span></p>
<p class="MsoNoSpacing" style="text-align: left;"><span lang="EN-US" style="mso-ansi-language: EN-US;"> This following
workflow worked very well for us and we were able to use a series of custom
scripts to achieve</span></p><p class="MsoNoSpacing" style="text-align: center;"><span lang="EN-US" style="mso-ansi-language: EN-US;"> </span><a href="https://blogger.googleusercontent.com/img/b/R29vZ2xl/AVvXsEj4SLRh1r_Y6DoCOxF-hxNTD3-yCcDoPOOog0Vi3_AL3I4efORElGDa7W5OOcqyg6HSArTI0iBh8OFgK4lSh5DoHMwml4zRufldH3RQe8BJmmm1-IH5sOxpMloQlmDs8d0FaMm6-pUXKNz0/s601/22222.png" style="margin-left: 1em; margin-right: 1em;"><img border="0" data-original-height="211" data-original-width="601" height="224" src="https://blogger.googleusercontent.com/img/b/R29vZ2xl/AVvXsEj4SLRh1r_Y6DoCOxF-hxNTD3-yCcDoPOOog0Vi3_AL3I4efORElGDa7W5OOcqyg6HSArTI0iBh8OFgK4lSh5DoHMwml4zRufldH3RQe8BJmmm1-IH5sOxpMloQlmDs8d0FaMm6-pUXKNz0/w640-h224/22222.png" width="640" /></a></p><span lang="EN-US" style="mso-ansi-language: EN-US;"><!--[if gte mso 9]><xml>
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</span><p></p><p class="MsoNoSpacing" style="text-align: justify;"><span lang="EN-US" style="mso-ansi-language: EN-US;">We found that using the following rule "sv^sa@se3so0sh5@j”
which is a variation of the 1337.rule we were able to convert most of the
history1 to history0 plaintexts. Towards the end, we made a huge push and spent
lots of resources trying to find more patterns, but we were unable to get a
breakthrough.</span></p>
<p class="MsoNoSpacing" style="text-align: justify;"><span lang="EN-US" style="mso-ansi-language: EN-US;">While we took the lead for a short period of
time, we quickly fell back to second place. Ultimately, we were able to
secure a very comfortable second spot in the contest and kept close to team
hashcat’s tail throughout the contest. Congratulations to the other returning team’s
john-users and trontastic and the newcomers hashmob and </span>1IHsxRAM7GzoM
for demonstrating their ability to participate in the pro division.</p>
<p class="MsoNoSpacing" style="text-align: justify;">Thank you Korelogic for
putting together a very fun challenge this year, despite only using NTLMs, you
still managed to keep us entertained for a good 48 hours. We are eager to see
what future challenges brings. <br /></p><p class="MsoNoSpacing" style="text-align: left;">We have attached the list of both the hashes and plains
which we cracked for this contest <a href="https://github.com/Cynosureprime/CMIYC2021" target="_blank">here</a>. While we understand the
plaintexts have been released by KoreLogic, we have decided to leave readers a
little challenge to decode our cracked plaintexts. </p><p class="MsoNoSpacing" style="text-align: left;">Hint: Being Identical is the
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<w:LsdException Locked="false" SemiHidden="true" UnhideWhenUsed="true"
Name="List Bullet 3"/>
<w:LsdException Locked="false" SemiHidden="true" UnhideWhenUsed="true"
Name="List Bullet 4"/>
<w:LsdException Locked="false" SemiHidden="true" UnhideWhenUsed="true"
Name="List Bullet 5"/>
<w:LsdException Locked="false" SemiHidden="true" UnhideWhenUsed="true"
Name="List Number 2"/>
<w:LsdException Locked="false" SemiHidden="true" UnhideWhenUsed="true"
Name="List Number 3"/>
<w:LsdException Locked="false" SemiHidden="true" UnhideWhenUsed="true"
Name="List Number 4"/>
<w:LsdException Locked="false" SemiHidden="true" UnhideWhenUsed="true"
Name="List Number 5"/>
<w:LsdException Locked="false" Priority="10" QFormat="true" Name="Title"/>
<w:LsdException Locked="false" SemiHidden="true" UnhideWhenUsed="true"
Name="Closing"/>
<w:LsdException Locked="false" SemiHidden="true" UnhideWhenUsed="true"
Name="Signature"/>
<w:LsdException Locked="false" Priority="1" SemiHidden="true"
UnhideWhenUsed="true" Name="Default Paragraph Font"/>
<w:LsdException Locked="false" SemiHidden="true" UnhideWhenUsed="true"
Name="Body Text"/>
<w:LsdException Locked="false" SemiHidden="true" UnhideWhenUsed="true"
Name="Body Text Indent"/>
<w:LsdException Locked="false" SemiHidden="true" UnhideWhenUsed="true"
Name="List Continue"/>
<w:LsdException Locked="false" SemiHidden="true" UnhideWhenUsed="true"
Name="List Continue 2"/>
<w:LsdException Locked="false" SemiHidden="true" UnhideWhenUsed="true"
Name="List Continue 3"/>
<w:LsdException Locked="false" SemiHidden="true" UnhideWhenUsed="true"
Name="List Continue 4"/>
<w:LsdException Locked="false" SemiHidden="true" UnhideWhenUsed="true"
Name="List Continue 5"/>
<w:LsdException Locked="false" SemiHidden="true" UnhideWhenUsed="true"
Name="Message Header"/>
<w:LsdException Locked="false" Priority="11" QFormat="true" Name="Subtitle"/>
<w:LsdException Locked="false" SemiHidden="true" UnhideWhenUsed="true"
Name="Salutation"/>
<w:LsdException Locked="false" SemiHidden="true" UnhideWhenUsed="true"
Name="Date"/>
<w:LsdException Locked="false" SemiHidden="true" UnhideWhenUsed="true"
Name="Body Text First Indent"/>
<w:LsdException Locked="false" SemiHidden="true" UnhideWhenUsed="true"
Name="Body Text First Indent 2"/>
<w:LsdException Locked="false" SemiHidden="true" UnhideWhenUsed="true"
Name="Note Heading"/>
<w:LsdException Locked="false" SemiHidden="true" UnhideWhenUsed="true"
Name="Body Text 2"/>
<w:LsdException Locked="false" SemiHidden="true" UnhideWhenUsed="true"
Name="Body Text 3"/>
<w:LsdException Locked="false" SemiHidden="true" UnhideWhenUsed="true"
Name="Body Text Indent 2"/>
<w:LsdException Locked="false" SemiHidden="true" UnhideWhenUsed="true"
Name="Body Text Indent 3"/>
<w:LsdException Locked="false" SemiHidden="true" UnhideWhenUsed="true"
Name="Block Text"/>
<w:LsdException Locked="false" SemiHidden="true" UnhideWhenUsed="true"
Name="Hyperlink"/>
<w:LsdException Locked="false" SemiHidden="true" UnhideWhenUsed="true"
Name="FollowedHyperlink"/>
<w:LsdException Locked="false" Priority="22" QFormat="true" Name="Strong"/>
<w:LsdException Locked="false" Priority="20" QFormat="true" Name="Emphasis"/>
<w:LsdException Locked="false" SemiHidden="true" UnhideWhenUsed="true"
Name="Document Map"/>
<w:LsdException Locked="false" SemiHidden="true" UnhideWhenUsed="true"
Name="Plain Text"/>
<w:LsdException Locked="false" SemiHidden="true" UnhideWhenUsed="true"
Name="E-mail Signature"/>
<w:LsdException Locked="false" SemiHidden="true" UnhideWhenUsed="true"
Name="HTML Top of Form"/>
<w:LsdException Locked="false" SemiHidden="true" UnhideWhenUsed="true"
Name="HTML Bottom of Form"/>
<w:LsdException Locked="false" SemiHidden="true" UnhideWhenUsed="true"
Name="Normal (Web)"/>
<w:LsdException Locked="false" SemiHidden="true" UnhideWhenUsed="true"
Name="HTML Acronym"/>
<w:LsdException Locked="false" SemiHidden="true" UnhideWhenUsed="true"
Name="HTML Address"/>
<w:LsdException Locked="false" SemiHidden="true" UnhideWhenUsed="true"
Name="HTML Cite"/>
<w:LsdException Locked="false" SemiHidden="true" UnhideWhenUsed="true"
Name="HTML Code"/>
<w:LsdException Locked="false" SemiHidden="true" UnhideWhenUsed="true"
Name="HTML Definition"/>
<w:LsdException Locked="false" SemiHidden="true" UnhideWhenUsed="true"
Name="HTML Keyboard"/>
<w:LsdException Locked="false" SemiHidden="true" UnhideWhenUsed="true"
Name="HTML Preformatted"/>
<w:LsdException Locked="false" SemiHidden="true" UnhideWhenUsed="true"
Name="HTML Sample"/>
<w:LsdException Locked="false" SemiHidden="true" UnhideWhenUsed="true"
Name="HTML Typewriter"/>
<w:LsdException Locked="false" SemiHidden="true" UnhideWhenUsed="true"
Name="HTML Variable"/>
<w:LsdException Locked="false" SemiHidden="true" UnhideWhenUsed="true"
Name="Normal Table"/>
<w:LsdException Locked="false" SemiHidden="true" UnhideWhenUsed="true"
Name="annotation subject"/>
<w:LsdException Locked="false" SemiHidden="true" UnhideWhenUsed="true"
Name="No List"/>
<w:LsdException Locked="false" SemiHidden="true" UnhideWhenUsed="true"
Name="Outline List 1"/>
<w:LsdException Locked="false" SemiHidden="true" UnhideWhenUsed="true"
Name="Outline List 2"/>
<w:LsdException Locked="false" SemiHidden="true" UnhideWhenUsed="true"
Name="Outline List 3"/>
<w:LsdException Locked="false" SemiHidden="true" UnhideWhenUsed="true"
Name="Table Simple 1"/>
<w:LsdException Locked="false" SemiHidden="true" UnhideWhenUsed="true"
Name="Table Simple 2"/>
<w:LsdException Locked="false" SemiHidden="true" UnhideWhenUsed="true"
Name="Table Simple 3"/>
<w:LsdException Locked="false" SemiHidden="true" UnhideWhenUsed="true"
Name="Table Classic 1"/>
<w:LsdException Locked="false" SemiHidden="true" UnhideWhenUsed="true"
Name="Table Classic 2"/>
<w:LsdException Locked="false" SemiHidden="true" UnhideWhenUsed="true"
Name="Table Classic 3"/>
<w:LsdException Locked="false" SemiHidden="true" UnhideWhenUsed="true"
Name="Table Classic 4"/>
<w:LsdException Locked="false" SemiHidden="true" UnhideWhenUsed="true"
Name="Table Colorful 1"/>
<w:LsdException Locked="false" SemiHidden="true" UnhideWhenUsed="true"
Name="Table Colorful 2"/>
<w:LsdException Locked="false" SemiHidden="true" UnhideWhenUsed="true"
Name="Table Colorful 3"/>
<w:LsdException Locked="false" SemiHidden="true" UnhideWhenUsed="true"
Name="Table Columns 1"/>
<w:LsdException Locked="false" SemiHidden="true" UnhideWhenUsed="true"
Name="Table Columns 2"/>
<w:LsdException Locked="false" SemiHidden="true" UnhideWhenUsed="true"
Name="Table Columns 3"/>
<w:LsdException Locked="false" SemiHidden="true" UnhideWhenUsed="true"
Name="Table Columns 4"/>
<w:LsdException Locked="false" SemiHidden="true" UnhideWhenUsed="true"
Name="Table Columns 5"/>
<w:LsdException Locked="false" SemiHidden="true" UnhideWhenUsed="true"
Name="Table Grid 1"/>
<w:LsdException Locked="false" SemiHidden="true" UnhideWhenUsed="true"
Name="Table Grid 2"/>
<w:LsdException Locked="false" SemiHidden="true" UnhideWhenUsed="true"
Name="Table Grid 3"/>
<w:LsdException Locked="false" SemiHidden="true" UnhideWhenUsed="true"
Name="Table Grid 4"/>
<w:LsdException Locked="false" SemiHidden="true" UnhideWhenUsed="true"
Name="Table Grid 5"/>
<w:LsdException Locked="false" SemiHidden="true" UnhideWhenUsed="true"
Name="Table Grid 6"/>
<w:LsdException Locked="false" SemiHidden="true" UnhideWhenUsed="true"
Name="Table Grid 7"/>
<w:LsdException Locked="false" SemiHidden="true" UnhideWhenUsed="true"
Name="Table Grid 8"/>
<w:LsdException Locked="false" SemiHidden="true" UnhideWhenUsed="true"
Name="Table List 1"/>
<w:LsdException Locked="false" SemiHidden="true" UnhideWhenUsed="true"
Name="Table List 2"/>
<w:LsdException Locked="false" SemiHidden="true" UnhideWhenUsed="true"
Name="Table List 3"/>
<w:LsdException Locked="false" SemiHidden="true" UnhideWhenUsed="true"
Name="Table List 4"/>
<w:LsdException Locked="false" SemiHidden="true" UnhideWhenUsed="true"
Name="Table List 5"/>
<w:LsdException Locked="false" SemiHidden="true" UnhideWhenUsed="true"
Name="Table List 6"/>
<w:LsdException Locked="false" SemiHidden="true" UnhideWhenUsed="true"
Name="Table List 7"/>
<w:LsdException Locked="false" SemiHidden="true" UnhideWhenUsed="true"
Name="Table List 8"/>
<w:LsdException Locked="false" SemiHidden="true" UnhideWhenUsed="true"
Name="Table 3D effects 1"/>
<w:LsdException Locked="false" SemiHidden="true" UnhideWhenUsed="true"
Name="Table 3D effects 2"/>
<w:LsdException Locked="false" SemiHidden="true" UnhideWhenUsed="true"
Name="Table 3D effects 3"/>
<w:LsdException Locked="false" SemiHidden="true" UnhideWhenUsed="true"
Name="Table Contemporary"/>
<w:LsdException Locked="false" SemiHidden="true" UnhideWhenUsed="true"
Name="Table Elegant"/>
<w:LsdException Locked="false" SemiHidden="true" UnhideWhenUsed="true"
Name="Table Professional"/>
<w:LsdException Locked="false" SemiHidden="true" UnhideWhenUsed="true"
Name="Table Subtle 1"/>
<w:LsdException Locked="false" SemiHidden="true" UnhideWhenUsed="true"
Name="Table Subtle 2"/>
<w:LsdException Locked="false" SemiHidden="true" UnhideWhenUsed="true"
Name="Table Web 1"/>
<w:LsdException Locked="false" SemiHidden="true" UnhideWhenUsed="true"
Name="Table Web 2"/>
<w:LsdException Locked="false" SemiHidden="true" UnhideWhenUsed="true"
Name="Table Web 3"/>
<w:LsdException Locked="false" SemiHidden="true" UnhideWhenUsed="true"
Name="Balloon Text"/>
<w:LsdException Locked="false" Priority="39" Name="Table Grid"/>
<w:LsdException Locked="false" SemiHidden="true" UnhideWhenUsed="true"
Name="Table Theme"/>
<w:LsdException Locked="false" SemiHidden="true" Name="Placeholder Text"/>
<w:LsdException Locked="false" Priority="1" QFormat="true" Name="No Spacing"/>
<w:LsdException Locked="false" Priority="60" Name="Light Shading"/>
<w:LsdException Locked="false" Priority="61" Name="Light List"/>
<w:LsdException Locked="false" Priority="62" Name="Light Grid"/>
<w:LsdException Locked="false" Priority="63" Name="Medium Shading 1"/>
<w:LsdException Locked="false" Priority="64" Name="Medium Shading 2"/>
<w:LsdException Locked="false" Priority="65" Name="Medium List 1"/>
<w:LsdException Locked="false" Priority="66" Name="Medium List 2"/>
<w:LsdException Locked="false" Priority="67" Name="Medium Grid 1"/>
<w:LsdException Locked="false" Priority="68" Name="Medium Grid 2"/>
<w:LsdException Locked="false" Priority="69" Name="Medium Grid 3"/>
<w:LsdException Locked="false" Priority="70" Name="Dark List"/>
<w:LsdException Locked="false" Priority="71" Name="Colorful Shading"/>
<w:LsdException Locked="false" Priority="72" Name="Colorful List"/>
<w:LsdException Locked="false" Priority="73" Name="Colorful Grid"/>
<w:LsdException Locked="false" Priority="60" Name="Light Shading Accent 1"/>
<w:LsdException Locked="false" Priority="61" Name="Light List Accent 1"/>
<w:LsdException Locked="false" Priority="62" Name="Light Grid Accent 1"/>
<w:LsdException Locked="false" Priority="63" Name="Medium Shading 1 Accent 1"/>
<w:LsdException Locked="false" Priority="64" Name="Medium Shading 2 Accent 1"/>
<w:LsdException Locked="false" Priority="65" Name="Medium List 1 Accent 1"/>
<w:LsdException Locked="false" SemiHidden="true" Name="Revision"/>
<w:LsdException Locked="false" Priority="34" QFormat="true"
Name="List Paragraph"/>
<w:LsdException Locked="false" Priority="29" QFormat="true" Name="Quote"/>
<w:LsdException Locked="false" Priority="30" QFormat="true"
Name="Intense Quote"/>
<w:LsdException Locked="false" Priority="66" Name="Medium List 2 Accent 1"/>
<w:LsdException Locked="false" Priority="67" Name="Medium Grid 1 Accent 1"/>
<w:LsdException Locked="false" Priority="68" Name="Medium Grid 2 Accent 1"/>
<w:LsdException Locked="false" Priority="69" Name="Medium Grid 3 Accent 1"/>
<w:LsdException Locked="false" Priority="70" Name="Dark List Accent 1"/>
<w:LsdException Locked="false" Priority="71" Name="Colorful Shading Accent 1"/>
<w:LsdException Locked="false" Priority="72" Name="Colorful List Accent 1"/>
<w:LsdException Locked="false" Priority="73" Name="Colorful Grid Accent 1"/>
<w:LsdException Locked="false" Priority="60" Name="Light Shading Accent 2"/>
<w:LsdException Locked="false" Priority="61" Name="Light List Accent 2"/>
<w:LsdException Locked="false" Priority="62" Name="Light Grid Accent 2"/>
<w:LsdException Locked="false" Priority="63" Name="Medium Shading 1 Accent 2"/>
<w:LsdException Locked="false" Priority="64" Name="Medium Shading 2 Accent 2"/>
<w:LsdException Locked="false" Priority="65" Name="Medium List 1 Accent 2"/>
<w:LsdException Locked="false" Priority="66" Name="Medium List 2 Accent 2"/>
<w:LsdException Locked="false" Priority="67" Name="Medium Grid 1 Accent 2"/>
<w:LsdException Locked="false" Priority="68" Name="Medium Grid 2 Accent 2"/>
<w:LsdException Locked="false" Priority="69" Name="Medium Grid 3 Accent 2"/>
<w:LsdException Locked="false" Priority="70" Name="Dark List Accent 2"/>
<w:LsdException Locked="false" Priority="71" Name="Colorful Shading Accent 2"/>
<w:LsdException Locked="false" Priority="72" Name="Colorful List Accent 2"/>
<w:LsdException Locked="false" Priority="73" Name="Colorful Grid Accent 2"/>
<w:LsdException Locked="false" Priority="60" Name="Light Shading Accent 3"/>
<w:LsdException Locked="false" Priority="61" Name="Light List Accent 3"/>
<w:LsdException Locked="false" Priority="62" Name="Light Grid Accent 3"/>
<w:LsdException Locked="false" Priority="63" Name="Medium Shading 1 Accent 3"/>
<w:LsdException Locked="false" Priority="64" Name="Medium Shading 2 Accent 3"/>
<w:LsdException Locked="false" Priority="65" Name="Medium List 1 Accent 3"/>
<w:LsdException Locked="false" Priority="66" Name="Medium List 2 Accent 3"/>
<w:LsdException Locked="false" Priority="67" Name="Medium Grid 1 Accent 3"/>
<w:LsdException Locked="false" Priority="68" Name="Medium Grid 2 Accent 3"/>
<w:LsdException Locked="false" Priority="69" Name="Medium Grid 3 Accent 3"/>
<w:LsdException Locked="false" Priority="70" Name="Dark List Accent 3"/>
<w:LsdException Locked="false" Priority="71" Name="Colorful Shading Accent 3"/>
<w:LsdException Locked="false" Priority="72" Name="Colorful List Accent 3"/>
<w:LsdException Locked="false" Priority="73" Name="Colorful Grid Accent 3"/>
<w:LsdException Locked="false" Priority="60" Name="Light Shading Accent 4"/>
<w:LsdException Locked="false" Priority="61" Name="Light List Accent 4"/>
<w:LsdException Locked="false" Priority="62" Name="Light Grid Accent 4"/>
<w:LsdException Locked="false" Priority="63" Name="Medium Shading 1 Accent 4"/>
<w:LsdException Locked="false" Priority="64" Name="Medium Shading 2 Accent 4"/>
<w:LsdException Locked="false" Priority="65" Name="Medium List 1 Accent 4"/>
<w:LsdException Locked="false" Priority="66" Name="Medium List 2 Accent 4"/>
<w:LsdException Locked="false" Priority="67" Name="Medium Grid 1 Accent 4"/>
<w:LsdException Locked="false" Priority="68" Name="Medium Grid 2 Accent 4"/>
<w:LsdException Locked="false" Priority="69" Name="Medium Grid 3 Accent 4"/>
<w:LsdException Locked="false" Priority="70" Name="Dark List Accent 4"/>
<w:LsdException Locked="false" Priority="71" Name="Colorful Shading Accent 4"/>
<w:LsdException Locked="false" Priority="72" Name="Colorful List Accent 4"/>
<w:LsdException Locked="false" Priority="73" Name="Colorful Grid Accent 4"/>
<w:LsdException Locked="false" Priority="60" Name="Light Shading Accent 5"/>
<w:LsdException Locked="false" Priority="61" Name="Light List Accent 5"/>
<w:LsdException Locked="false" Priority="62" Name="Light Grid Accent 5"/>
<w:LsdException Locked="false" Priority="63" Name="Medium Shading 1 Accent 5"/>
<w:LsdException Locked="false" Priority="64" Name="Medium Shading 2 Accent 5"/>
<w:LsdException Locked="false" Priority="65" Name="Medium List 1 Accent 5"/>
<w:LsdException Locked="false" Priority="66" Name="Medium List 2 Accent 5"/>
<w:LsdException Locked="false" Priority="67" Name="Medium Grid 1 Accent 5"/>
<w:LsdException Locked="false" Priority="68" Name="Medium Grid 2 Accent 5"/>
<w:LsdException Locked="false" Priority="69" Name="Medium Grid 3 Accent 5"/>
<w:LsdException Locked="false" Priority="70" Name="Dark List Accent 5"/>
<w:LsdException Locked="false" Priority="71" Name="Colorful Shading Accent 5"/>
<w:LsdException Locked="false" Priority="72" Name="Colorful List Accent 5"/>
<w:LsdException Locked="false" Priority="73" Name="Colorful Grid Accent 5"/>
<w:LsdException Locked="false" Priority="60" Name="Light Shading Accent 6"/>
<w:LsdException Locked="false" Priority="61" Name="Light List Accent 6"/>
<w:LsdException Locked="false" Priority="62" Name="Light Grid Accent 6"/>
<w:LsdException Locked="false" Priority="63" Name="Medium Shading 1 Accent 6"/>
<w:LsdException Locked="false" Priority="64" Name="Medium Shading 2 Accent 6"/>
<w:LsdException Locked="false" Priority="65" Name="Medium List 1 Accent 6"/>
<w:LsdException Locked="false" Priority="66" Name="Medium List 2 Accent 6"/>
<w:LsdException Locked="false" Priority="67" Name="Medium Grid 1 Accent 6"/>
<w:LsdException Locked="false" Priority="68" Name="Medium Grid 2 Accent 6"/>
<w:LsdException Locked="false" Priority="69" Name="Medium Grid 3 Accent 6"/>
<w:LsdException Locked="false" Priority="70" Name="Dark List Accent 6"/>
<w:LsdException Locked="false" Priority="71" Name="Colorful Shading Accent 6"/>
<w:LsdException Locked="false" Priority="72" Name="Colorful List Accent 6"/>
<w:LsdException Locked="false" Priority="73" Name="Colorful Grid Accent 6"/>
<w:LsdException Locked="false" Priority="19" QFormat="true"
Name="Subtle Emphasis"/>
<w:LsdException Locked="false" Priority="21" QFormat="true"
Name="Intense Emphasis"/>
<w:LsdException Locked="false" Priority="31" QFormat="true"
Name="Subtle Reference"/>
<w:LsdException Locked="false" Priority="32" QFormat="true"
Name="Intense Reference"/>
<w:LsdException Locked="false" Priority="33" QFormat="true" Name="Book Title"/>
<w:LsdException Locked="false" Priority="37" SemiHidden="true"
UnhideWhenUsed="true" Name="Bibliography"/>
<w:LsdException Locked="false" Priority="39" SemiHidden="true"
UnhideWhenUsed="true" QFormat="true" Name="TOC Heading"/>
<w:LsdException Locked="false" Priority="41" Name="Plain Table 1"/>
<w:LsdException Locked="false" Priority="42" Name="Plain Table 2"/>
<w:LsdException Locked="false" Priority="43" Name="Plain Table 3"/>
<w:LsdException Locked="false" Priority="44" Name="Plain Table 4"/>
<w:LsdException Locked="false" Priority="45" Name="Plain Table 5"/>
<w:LsdException Locked="false" Priority="40" Name="Grid Table Light"/>
<w:LsdException Locked="false" Priority="46" Name="Grid Table 1 Light"/>
<w:LsdException Locked="false" Priority="47" Name="Grid Table 2"/>
<w:LsdException Locked="false" Priority="48" Name="Grid Table 3"/>
<w:LsdException Locked="false" Priority="49" Name="Grid Table 4"/>
<w:LsdException Locked="false" Priority="50" Name="Grid Table 5 Dark"/>
<w:LsdException Locked="false" Priority="51" Name="Grid Table 6 Colorful"/>
<w:LsdException Locked="false" Priority="52" Name="Grid Table 7 Colorful"/>
<w:LsdException Locked="false" Priority="46"
Name="Grid Table 1 Light Accent 1"/>
<w:LsdException Locked="false" Priority="47" Name="Grid Table 2 Accent 1"/>
<w:LsdException Locked="false" Priority="48" Name="Grid Table 3 Accent 1"/>
<w:LsdException Locked="false" Priority="49" Name="Grid Table 4 Accent 1"/>
<w:LsdException Locked="false" Priority="50" Name="Grid Table 5 Dark Accent 1"/>
<w:LsdException Locked="false" Priority="51"
Name="Grid Table 6 Colorful Accent 1"/>
<w:LsdException Locked="false" Priority="52"
Name="Grid Table 7 Colorful Accent 1"/>
<w:LsdException Locked="false" Priority="46"
Name="Grid Table 1 Light Accent 2"/>
<w:LsdException Locked="false" Priority="47" Name="Grid Table 2 Accent 2"/>
<w:LsdException Locked="false" Priority="48" Name="Grid Table 3 Accent 2"/>
<w:LsdException Locked="false" Priority="49" Name="Grid Table 4 Accent 2"/>
<w:LsdException Locked="false" Priority="50" Name="Grid Table 5 Dark Accent 2"/>
<w:LsdException Locked="false" Priority="51"
Name="Grid Table 6 Colorful Accent 2"/>
<w:LsdException Locked="false" Priority="52"
Name="Grid Table 7 Colorful Accent 2"/>
<w:LsdException Locked="false" Priority="46"
Name="Grid Table 1 Light Accent 3"/>
<w:LsdException Locked="false" Priority="47" Name="Grid Table 2 Accent 3"/>
<w:LsdException Locked="false" Priority="48" Name="Grid Table 3 Accent 3"/>
<w:LsdException Locked="false" Priority="49" Name="Grid Table 4 Accent 3"/>
<w:LsdException Locked="false" Priority="50" Name="Grid Table 5 Dark Accent 3"/>
<w:LsdException Locked="false" Priority="51"
Name="Grid Table 6 Colorful Accent 3"/>
<w:LsdException Locked="false" Priority="52"
Name="Grid Table 7 Colorful Accent 3"/>
<w:LsdException Locked="false" Priority="46"
Name="Grid Table 1 Light Accent 4"/>
<w:LsdException Locked="false" Priority="47" Name="Grid Table 2 Accent 4"/>
<w:LsdException Locked="false" Priority="48" Name="Grid Table 3 Accent 4"/>
<w:LsdException Locked="false" Priority="49" Name="Grid Table 4 Accent 4"/>
<w:LsdException Locked="false" Priority="50" Name="Grid Table 5 Dark Accent 4"/>
<w:LsdException Locked="false" Priority="51"
Name="Grid Table 6 Colorful Accent 4"/>
<w:LsdException Locked="false" Priority="52"
Name="Grid Table 7 Colorful Accent 4"/>
<w:LsdException Locked="false" Priority="46"
Name="Grid Table 1 Light Accent 5"/>
<w:LsdException Locked="false" Priority="47" Name="Grid Table 2 Accent 5"/>
<w:LsdException Locked="false" Priority="48" Name="Grid Table 3 Accent 5"/>
<w:LsdException Locked="false" Priority="49" Name="Grid Table 4 Accent 5"/>
<w:LsdException Locked="false" Priority="50" Name="Grid Table 5 Dark Accent 5"/>
<w:LsdException Locked="false" Priority="51"
Name="Grid Table 6 Colorful Accent 5"/>
<w:LsdException Locked="false" Priority="52"
Name="Grid Table 7 Colorful Accent 5"/>
<w:LsdException Locked="false" Priority="46"
Name="Grid Table 1 Light Accent 6"/>
<w:LsdException Locked="false" Priority="47" Name="Grid Table 2 Accent 6"/>
<w:LsdException Locked="false" Priority="48" Name="Grid Table 3 Accent 6"/>
<w:LsdException Locked="false" Priority="49" Name="Grid Table 4 Accent 6"/>
<w:LsdException Locked="false" Priority="50" Name="Grid Table 5 Dark Accent 6"/>
<w:LsdException Locked="false" Priority="51"
Name="Grid Table 6 Colorful Accent 6"/>
<w:LsdException Locked="false" Priority="52"
Name="Grid Table 7 Colorful Accent 6"/>
<w:LsdException Locked="false" Priority="46" Name="List Table 1 Light"/>
<w:LsdException Locked="false" Priority="47" Name="List Table 2"/>
<w:LsdException Locked="false" Priority="48" Name="List Table 3"/>
<w:LsdException Locked="false" Priority="49" Name="List Table 4"/>
<w:LsdException Locked="false" Priority="50" Name="List Table 5 Dark"/>
<w:LsdException Locked="false" Priority="51" Name="List Table 6 Colorful"/>
<w:LsdException Locked="false" Priority="52" Name="List Table 7 Colorful"/>
<w:LsdException Locked="false" Priority="46"
Name="List Table 1 Light Accent 1"/>
<w:LsdException Locked="false" Priority="47" Name="List Table 2 Accent 1"/>
<w:LsdException Locked="false" Priority="48" Name="List Table 3 Accent 1"/>
<w:LsdException Locked="false" Priority="49" Name="List Table 4 Accent 1"/>
<w:LsdException Locked="false" Priority="50" Name="List Table 5 Dark Accent 1"/>
<w:LsdException Locked="false" Priority="51"
Name="List Table 6 Colorful Accent 1"/>
<w:LsdException Locked="false" Priority="52"
Name="List Table 7 Colorful Accent 1"/>
<w:LsdException Locked="false" Priority="46"
Name="List Table 1 Light Accent 2"/>
<w:LsdException Locked="false" Priority="47" Name="List Table 2 Accent 2"/>
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<![endif]--></p><p class="MsoNoSpacing" style="text-align: left;">
</p><p class="MsoNoSpacing">Join_US | Contact_US <a href="https://twitter.com/cynoprime">@CynoPrime</a></p>
<p class="MsoNoSpacing" style="text-align: left;"> </p>
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Unknownnoreply@blogger.comtag:blogger.com,1999:blog-5717741750935093742.post-87554267841719558142019-10-07T09:28:00.001-07:002019-10-07T09:28:12.709-07:00Defcon CMIYC 2019 Write-up<h3 class="part" data-endline="3" data-startline="3" id="Rough-hardware-estimate" style="background-color: white; box-sizing: border-box; color: #333333; font-family: -apple-system, BlinkMacSystemFont, "Segoe UI", "Helvetica Neue", Helvetica, Roboto, Arial, sans-serif, "Apple Color Emoji", "Segoe UI Emoji", "Segoe UI Symbol"; font-size: 1.25em; letter-spacing: 0.35px; line-height: 1.25; margin-bottom: 16px; margin-top: 24px; position: relative;">
Rough hardware estimate</h3>
<table class="part" data-endline="10" data-startline="5" style="background-color: white; border-collapse: collapse; border-spacing: 0px; box-sizing: border-box; color: #333333; display: block; font-family: -apple-system, BlinkMacSystemFont, "Segoe UI", "Helvetica Neue", Helvetica, Roboto, Arial, sans-serif, "Apple Color Emoji", "Segoe UI Emoji", "Segoe UI Symbol"; font-size: 16px; letter-spacing: 0.35px; margin-bottom: 16px; margin-top: 0px; overflow: auto; position: relative; width: 698px; word-break: keep-all;"><thead style="box-sizing: border-box;">
<tr style="border-top: 1px solid rgb(204, 204, 204); box-sizing: border-box;"><th style="border: 1px solid rgb(221, 221, 221); box-sizing: border-box; padding: 6px 13px; text-align: left;">Hardware</th><th style="border: 1px solid rgb(221, 221, 221); box-sizing: border-box; padding: 6px 13px; text-align: left;">Count</th><th style="border: 1px solid rgb(221, 221, 221); box-sizing: border-box; padding: 6px 13px; text-align: left;">Hardware</th><th style="border: 1px solid rgb(221, 221, 221); box-sizing: border-box; padding: 6px 13px; text-align: left;">Count</th></tr>
</thead><tbody style="box-sizing: border-box;">
<tr style="border-top: 1px solid rgb(204, 204, 204); box-sizing: border-box;"><td style="border: 1px solid rgb(221, 221, 221); box-sizing: border-box; padding: 6px 13px;">2080 TI</td><td style="border: 1px solid rgb(221, 221, 221); box-sizing: border-box; padding: 6px 13px;">2</td><td style="border: 1px solid rgb(221, 221, 221); box-sizing: border-box; padding: 6px 13px;">1070</td><td style="border: 1px solid rgb(221, 221, 221); box-sizing: border-box; padding: 6px 13px;">25</td></tr>
<tr style="background-color: #f8f8f8; border-top: 1px solid rgb(204, 204, 204); box-sizing: border-box;"><td style="border: 1px solid rgb(221, 221, 221); box-sizing: border-box; padding: 6px 13px;">1080 TI</td><td style="border: 1px solid rgb(221, 221, 221); box-sizing: border-box; padding: 6px 13px;">22</td><td style="border: 1px solid rgb(221, 221, 221); box-sizing: border-box; padding: 6px 13px;">1060</td><td style="border: 1px solid rgb(221, 221, 221); box-sizing: border-box; padding: 6px 13px;">6</td></tr>
<tr style="border-top: 1px solid rgb(204, 204, 204); box-sizing: border-box;"><td style="border: 1px solid rgb(221, 221, 221); box-sizing: border-box; padding: 6px 13px;">1080</td><td style="border: 1px solid rgb(221, 221, 221); box-sizing: border-box; padding: 6px 13px;">15</td><td style="border: 1px solid rgb(221, 221, 221); box-sizing: border-box; padding: 6px 13px;">970</td><td style="border: 1px solid rgb(221, 221, 221); box-sizing: border-box; padding: 6px 13px;">2</td></tr>
<tr style="background-color: #f8f8f8; border-top: 1px solid rgb(204, 204, 204); box-sizing: border-box;"><td style="border: 1px solid rgb(221, 221, 221); box-sizing: border-box; padding: 6px 13px;">1070 TI:</td><td style="border: 1px solid rgb(221, 221, 221); box-sizing: border-box; padding: 6px 13px;">7</td><td style="border: 1px solid rgb(221, 221, 221); box-sizing: border-box; padding: 6px 13px;">CPU Physical Core:</td><td style="border: 1px solid rgb(221, 221, 221); box-sizing: border-box; padding: 6px 13px;">892</td></tr>
</tbody></table>
<h3 class="part" data-endline="12" data-startline="12" id="Software-used" style="background-color: white; box-sizing: border-box; color: #333333; font-family: -apple-system, BlinkMacSystemFont, "Segoe UI", "Helvetica Neue", Helvetica, Roboto, Arial, sans-serif, "Apple Color Emoji", "Segoe UI Emoji", "Segoe UI Symbol"; font-size: 1.25em; letter-spacing: 0.35px; line-height: 1.25; margin-bottom: 16px; margin-top: 24px; position: relative;">
<a class="anchor hidden-xs" href="https://hackmd.io/m66NkRXxQEycL_MF5v3MlQ?both#Software-used" smoothhashscroll="" style="background-color: transparent; box-sizing: border-box; color: #337ab7; float: left; line-height: 1; margin-left: -20px; padding-right: 4px; text-decoration-line: none;" title="Software-used"><span class="octicon octicon-link" style="-webkit-font-smoothing: antialiased; box-sizing: border-box; color: black; display: inline-block; font-family: octicons; font-size: 16px; font-stretch: normal; font-variant-east-asian: normal; font-variant-numeric: normal; font-weight: normal; line-height: 1; text-rendering: auto; user-select: none; vertical-align: middle; visibility: hidden;"></span></a>Software used</h3>
<ul class="part" data-endline="19" data-startline="14" style="background-color: white; box-sizing: border-box; color: #333333; font-family: -apple-system, BlinkMacSystemFont, "Segoe UI", "Helvetica Neue", Helvetica, Roboto, Arial, sans-serif, "Apple Color Emoji", "Segoe UI Emoji", "Segoe UI Symbol"; font-size: 16px; letter-spacing: 0.35px; margin-bottom: 16px; margin-top: 0px; padding-left: 2em; position: relative;">
<li class="" data-endline="14" data-startline="14" style="box-sizing: border-box;">John the ripper + MPI</li>
<li class="" data-endline="15" data-startline="15" style="box-sizing: border-box; margin-top: 0.25em;">Passcovery Suite</li>
<li class="" data-endline="16" data-startline="16" style="box-sizing: border-box; margin-top: 0.25em;">Hashcat</li>
<li class="" data-endline="17" data-startline="17" style="box-sizing: border-box; margin-top: 0.25em;">Bcval</li>
<li class="" data-endline="19" data-startline="18" style="box-sizing: border-box; margin-top: 0.25em;">Hashtopolis</li>
</ul>
<div class="part" data-endline="20" data-startline="20" style="background-color: white; box-sizing: border-box; color: #333333; font-family: -apple-system, BlinkMacSystemFont, "Segoe UI", "Helvetica Neue", Helvetica, Roboto, Arial, sans-serif, "Apple Color Emoji", "Segoe UI Emoji", "Segoe UI Symbol"; font-size: 16px; letter-spacing: 0.35px; margin-bottom: 16px; position: relative;">
This year we had 15 members compete, we welcome 0xln, golem445, and John_Smith to the team. Tremendous thank you to Korelogic for hosting the 8th Defcon Crack Me If You Can, it was a blast this year as it contained interactive elements involving a dynamic workflow. This is quite different from what we expected and was welcomed with open arms.</div>
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After seeing that the test hashes contained usernames which involved matching, we suspected that pairing up different hashes and passwords with similar usernames was going to be needed this year. Prior to the contest, we developed a matching utility that would handle this operation for us. The pair tool was used throughout the contest to generate scrypt Hash:potential-pass pairs for us to run using single-mode style attacks.</div>
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We here able to get quite high completion rates on the “easy” hashes.</div>
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<img alt="" class="" src="https://i.imgur.com/WCXaFbp.png" style="border: 0px; box-sizing: content-box; max-width: 100%; vertical-align: middle;" /></div>
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What is Bcval</div>
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Our Bcrypt Validator (Bcval for short) was originally created for the Ashley Madison project Cynosure Prime worked on back in 2015. It is an optimized single-mode cracker designed to work with hash:[potential]password pair and supports rules and case twiddling. This was quickly adapted to support scrypt during the contest.</div>
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While our team initially used john to attack the scrypt hashes, once Bcval was available we switched across as we noticed it was quicker in the workloads we benchmarked. The performance increase highlighted with the vertical red line can be seen in the contest performance graphs.</div>
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<img alt="" class="" src="https://i.imgur.com/6VtuGL8.png" style="border: 0px; box-sizing: content-box; max-width: 100%; vertical-align: middle;" /></div>
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We are unable to directly produce a Bcval vs John comparison as we are running into a strange issue when using --single=none. It appears john is still using some sort of rules or is testing extra candidates (note this could be due to a PEBCAK error). On a Ryzen 2700x Bcval was running at about 240 h/s. However when running two identical hashlists john appears to run for quite some time even though it was reporting 220+ h/s.</div>
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It is unclear why we see such a discrepancy between the performance of the two tools as they are using the same hashing code. We believe this is due to the way we handle the hashes, this includes the ability to terminate jobs when a cracked hash is found as well as using a different threading model. Bcval does not use OpenMP nor is it using the ROM optimizations for the scrypt algorithm. As an afterthought to the contest, a rule candidate cache would have added nice gains for certain rules. The rule cache would effectively temporarily store all generated rule candidates for that single plain and check whether it has been tested, skipping the hash routine where applicable. Considering the slow speed of the hashing algorithm, the processing cost to store candidates and performing lookups would be negligible but would provide huge benefits.</div>
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As we had a pairing tool, this was used to crack the password changes. Pair-ception was carried out with the cracked passes along with the accounts affected. The cracked user:scrypt:plains were paired with user:[new]scrypt to provide user:[new]scrypt:[potential]plain which was then cracked by using simple rulesets such as best64 in single mode with Bcval.</div>
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While we did notice the avatar, WOLF, core and other hashsets we were not able to properly figure out the patterns for them. It appeared we were trying more complicated things than needed.</div>
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Early on, we ran into an issue where the system did not like empty hashes (we found several hashes that had blank plains), this was quickly rectified by korelogic. Due to focussing on cracking the hashes we decided not to recode our system to re-validate hashes on our end prior to submitting them and did run into a couple of submission mistakes where we accidentally submitted bad hashes.</div>
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Our team generally prefers the whatever approach, as any member can work on whatever hashlist or task they want. However, for this particular competition due to the added layer of hash pairing and password changes, some team co-ordination would have helped, especially when we had members who were only able to join in mid-way.</div>
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It was interesting to see the use of single mode password attacks and we were lucky to be familiar with this approach. It was very refreshing to see a dynamic element added to a traditional hashing cracking contest with the pairing and password changes.</div>
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Congratulations to Team Hashcat for bringing their A-Game and a massive thanks to Korelogic for organising Crack me if you can 2019.</div>
winxp5421http://www.blogger.com/profile/11139045076982704396noreply@blogger.comtag:blogger.com,1999:blog-5717741750935093742.post-37390828070241390002019-05-21T09:22:00.000-07:002020-02-16T15:59:21.227-08:00CracktheCon Year 1Over the years the members of the group have participated in quite a few password contests. Positive hack days’s Hashrunner, Defcon | Derbycon’s Crack Me If You Can, and SaintCon’s Pcrack. In fact, Hashrunner was the first contest Cynosure Prime competed in as a team. We love password cracking, especially come contest time. There is something special about the team atmosphere during contests, the problem solving, the ideas that come from those problems, the group chat, and light-hearted jokes and conversation between discoveries. It’s fun enough said.<br />
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The group decided it would be pretty awesome to design a password cracking competition of our own. Our member winxp5421 has been attending and speaking at Cyphercon for the last couple of years and seemed like a great fit for what we wanted to do. So discussions started with the con owner Mike Goetzman about putting together a password cracking village. Mike is an enabler of the best kind. You tell him of something you would like to do and the man will push you and help any way he can to make that a reality. We can't thank him enough for his support! Thank you, Mike!<br />
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A lot of thought was put into designing the challenges so that the street teams could participate with little experience and or little hardware, while still keeping things hard enough so that more experienced teams wouldn’t just blitz through the challenges. There is a difficult balance to achieve with this as challenges cannot be so difficult that no one solves them. The pro team challenges contained significantly tougher hashes and for certain challenges required teams to think outside the box such as using techniques to gather hashes or cracking hashes with no mainstream cracker support.<br />
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We used Google Cloud Platform for our server hosting. This decision was mainly because of the free $300 Google Cloud Credit you get as a trial. It took us just under a year to design, develop, test, and run the contest (In our free time of course). That $300 credit was just enough for us to complete the challenge without paying for anything out of our pockets for computing resources ( Thanks Google!). We don't have sponsors of any kind so everything had to be done on the cheap. This was a great way to help kick off the contest with no upfront cost. Come contest time we had 2 servers one for the DNS challenge (more on that later) and the other was running the main contest site. The main contest site had 8 CPU cores, 16GB of ram, a 128GB SSD, and a 500GB HDD. This proved to be WAY overpowered during the contest even with team submissions containing lots of duplicate “founds”. This was mainly due to the “pre-filter” designed by hops to catch incorrect and duplicate submissions before team submissions hit the Database. This pre-filter saved us on performance issues big time.<br />
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We found out the theme of Cyphercon this year was “Hidden in plain sight”. Hmm, hiding hashes, founds, etc. in plain sight… not the easiest but, I think we did well-designing challenges to conform to the theme as much as we could.<br />
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The street challenges ranged from easy to rather difficult. Catchall, oui:2C3033 and Vision being the easier lists.<br />
YourNameRocks, YouLikeToSing? Being the intermediate difficulty lists<br />
Brainkiller and phytology being the most difficult lists given to the street teams.<br />
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Vision was one of the easiest to pick up on and crack. This list was md5 and plains consisted of TV show names. Pulled from the tvdb list.<br />
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Catchall consisted of sha1, md5 as the hash algorithms and used names of Pokemon in two languages as the base list and used some basic rules to modify the plains. The two algorithms with different hash lengths were used as a subliminal hint for the OUI:2C3033 hash list.<br />
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The Oui:2C3033 file name was, of course, the biggest hint of all for the OUI hashes. A quick google search would reveal that this list had something to do with Netgear routers. An even further google search would reveal that by default Netgear routers have a well-known wifi password scheme of “adjective noun 1-3 digits”. However, we can't just make things that easy now, could we? CsP specializes in the strange and obscure when it comes to database leaks. One of the things you quickly discover when dealing hashes in the wild is just because a hash looks like one algorithm it may not be or even worse it might be two different algorithms that a look exactly the same. The OUI list was actually two hash types that looked exactly the same sha1 which most teams picked up on very quickly but, the less discovered algo was mysql5. This challenge was about teaching our street teams that just because a hash looks like one thing does not mean it is. I think that lesson is something all of our hash cracking community should operate under.<br />
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YourNameRocks consisted of md5apr hashes. The plains were pulled from the very well known RockYou list as well as a facebook names list. The baselists were also modified with some basic rules<br />
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YouLikeToSing? As the name suggests contains lyrics but, with some text scrambling and tougher rule manipulation.<br />
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Brainkiller took the same concepts as the pro team Brainkiller hashes with just easier cost factors and easier plains.<br />
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Phytology. Oh, how the Phytology list gave our street teams headaches. This list clearly gave everyone trouble. It's the only list with zero that is right zero teams finding even one single hash. That is more our fault than the players. It was just too tough for teams. This list was designed to be the “great equalizer”. Just in case we had a team that was not playing in the correct weight class and it was too much, a little over the top we could say. Like the name suggests this list is based on plant names but not layman plant names, no the scientific names for plants with ?d?d?d and ?d?d?s appended to them. It was just too much and we are sorry. Chalk it up as a design/ creation learning experience.<br />
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InTheZone:<br />
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You know what would be a great algo to hide in plain sight? NSEC3. It's always in plain sight. The hint or start of this challenge was simply “dig +dnssec txt starthere.crackthecon.0x23.pw”. This challenge was all about walking a DNS zone and picking up NSEC hashes along the way. Cracking those NSEC hashes and submitting solutions.<br />
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Plzadd2hc:<br />
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This list was obtained by hitting the TXT records from InTheZone. Once you found a hash by querying the DNS server. The server would return unfortunate news, an Argon2 hash. Those that found them were unable to use hashcat to crack these. Seen as the nature of these hashes are rough going the list used the same plaintexts as the NSEC3 hashes with some case twiddles.<br />
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Brainkiller:<br />
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consisting of 4 levels:<br />
- L1: easy plains which are crackable without much previous information. This list also had salts that where base64 encoded ASCII art as hints.<br />
- L2: one static salt for all hashes, more difficult passwords used<br />
- L3: all cost factors set to 19, but the hashes are generated with a cost in a lower range. Plains should be medium difficulty.<br />
- L4: salts contain information which founds from L1-L3 are taken as basewords and concatenated with slight modifications.<br />
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BreakingBad:<br />
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These hashes where Bcrypt cost 10. This list has a distinct science theme consisting of elements and words sampled from the alchemy game.<br />
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DESleppard:<br />
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Lyrics from various artists including Justin Bieber with whacky mutations and reshuffles.<br />
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AprilFools:<br />
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Words from various sources with rules that hashcat cannot handle mixed in.<br />
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Hiddeninplainsight:<br />
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This challenge was really cool. We generated 7z archives where the passwords to the archive was hidden in the CRC values of the files inside of the archive itself. A literal Hidden in plain sight challenge. The first archive’s password was simply the crc32 of the file inside. While the other two were a little more devilish but, once you hit the final archive you would be given the FantasticFour hashes.<br />
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FantasticFour:<br />
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Generally, one easy hash is included to help crackers reduce the wordlist<br />
- 5x Bcrypt hashes (based on cyphercon/Wisconsin<br />
- 5x MD5 hashes based on dog breeds with varying round (max 1337) hint is provided in one of the hashes which are suffixed with 1337<br />
- 5x GRUB2 PBKDF hashes based on colors<br />
- 5x DCC2 hashes based on stars (the hint is provided if you apply rot13 to the usernames, of the hashes)<br />
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100% salt-free 110% hassle:<br />
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Sampled from isp, soundhound, hashkiller & domains list<br />
Various names from names + wordlist combos use rules hashcat does not support<br />
Sampling from sound_cloud, names, isp, domains txt<br />
Apply ultramap, 1 char to many char remapping eg w -> \/\/ and vv, H => |-|<br />
Apply bizzare half reverse<br />
Apply Suffix first char<br />
Apply Prefix last char<br />
Apply rules to memory + non memory<br />
Use mixed char swaps<br />
Use blockinsert rule<br />
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SuperList:<br />
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nouns(len3-5)+? combo with superheroes (mutated), superheroes+superheros(mutated) + rules<br />
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A lot of the passwords were basewords sampled from rockyou, fbnames, tmto while some were collected such as the superlist which was taken from the superhero directory or breakingbad which contained elements but also had words sampled from the alchemy game mixed in. The most interesting part was the rules that were applied to the words. Many of the rules either did not exist or were not conventional rules including single char replacements as opposed to the general swap all, one char to many char mappings rather than one to one. Some trickier ones included forward blockclone but from any position, as opposed to the standard start and end blockclone, semi reversing words. Applying rules to memorized word/portion and also applying rules to the non-memorized portion. The idea was for teams to use conventional rules to discover the baselist or perhaps spot some of the non-conventional rules then apply these to the baselists.<br />
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We were surprised that while teams were able to unlock the fantastic four hashes, they either were not able to find the pattern or notice the hints. Each set of hashes from the fantastic four challenge contained at least one easy hash which was supposed to give the crackers some idea on where to look. There was a hint for the DCC2 hashes where the usernames suggested something was going on. The 13 was present to suggest ROT13 was used, if this was applied to the letters of the usernames, it would have spelled ‘star’ which is what that list was based on. Each set of hashes was based on a theme and the MD5 set was made extra hard by using varying rounds of MD5. After cracking the ‘easy’ MD5 that should have prompted users which theme to focus on and the ‘1337’ was supposed to indicate the upper bound of the rounds. It is possible we didn’t allocate enough points to entice users to crack these or perhaps made them too difficult as we wanted to justify the number of points allocated to these.<br />
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With the first CracktheCon Contest behind us, I have to say things went really well.The contest site itself was rock solid however, the contest was not without its problems both player facing and behind the scenes.<br />
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The first day of Cyphercon beer was spilled on hop’s laptop. So hops spent most of the first day disassembling his laptop a few times trying to get his keyboard functional again. It was quite the sight watching him rinse his keyboard off in the bathroom sink. Luckily the expensive parts of the laptop were not damaged and a replacement keyboard arrived a couple of days later. He’s now getting used to the US lazout, darn…, layout.<br />
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Our member winxp5421 has quite the server infrastructure in his basement. A lot of CsP members use these machines for testing, development, etc. These machines where not being used for the actual contest site but they were being used as logging and visibility of what was happening on the contest servers. The last few months leading up to the contest Winxp has been working on plans to finish his basement it just so happened that the only time the framers could come put the basement walls up was day one of the convention. That proved to be unfortunate as the framers destroyed the coaxial feed line to his cable modem leaving us in the dark with no immediate remedy. Seen as Winxp was at the con a couple of hours drive away from home this proved to be a difficult fix but, a few phone calls, a buddy-pal-guy conversation later and a good friend came to fix the problem. (Thanks, Nate!) We lost a couple of hours of logging data but, the contest remained unaffected and business as usual.<br />
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We sent out a reminder email the day before the contest. Each team was supposed to get a personalized email using the team name they signed up with. Unfortunately, everyone got an email addressing the name “false”... whoops, a variable screw up. On top of that Winxp was incapable of sending a single email that was typo-free though the entire contest. We were starting to think the man had a stroke.<br />
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It’s always DNS:<br />
A couple of hours before contest’s start we noticed that the generated plaintext to the NSEC3 hashes was not unique. Instead of 33100 hashes, we ended up with only 32492. As everything was already set up and well tested we decided to not fix that issue. It wasn’t really a problem because the worst case was to have multiple TXT records (Argon2 hashes) for one domain.<br />
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“Problems” with DEScrypt:<br />
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On the first day, we received complains that some DEScrypt hashes couldn’t be submitted. All the “faulty” submissions had at least one high ASCII character in it and we used only characters in the printable ASCII range. There's a fun thing in DEScrypt because of the DES parity bit. If you add 0x80 to any character it will generate the same hash. For example mDPKlCDttlrdw:CynoSure and mDPKlCDttlrdw:$HEX[4379ee6f53757265] Teams were submitting “solutions” that did not match our solution.<br />
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Brainkiller problems:<br />
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#1: When inserting the challenges into the DB we used batch insert (50 at once). There were a few plains which seemed to have an invalid encoding (not valid UTF-8). The inserts that had these invalid encodings failed so 50 hashes were not inserted because of one bad one. This resulted in some ~2k hashes which were in the hashlist, but not in the db. The missing hashes were inserted into the DB. The 2x multiplier was disabled for the missing hashes and the invalid UTF-8 was posted as do not crack.<br />
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#2: For level 1 hashes, the plains for the hashes were giving ASCII art of a song when being in order. To give a hint, we also wanted to have a song text ASCII art encoded in the salts of the hashes. The issue with this was the base64 variant used was not the correct one, therefore using the normal bcrypt base64 decode did not reveal this hint.<br />
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During a previous CMIYC contest. Korlogic had a live points graph. A lot of people like to see live graphs during the contests so we figured it would be a good idea to do the same for ours. This one year in particular hashcat was randomly assigned a color for the graph. This color happened to be pink. Soon after the contest start team, hashcat’s color changed to something with a darker color pallet. The RNG gods blessed hashcat with great color but, that color was changed we thought that was a shame and heckled team hashcat about it. It was rather strange that team hashcat’s color was also pink for our contest. Was it the RNG gods? Or an “if hashcat: then pink”? I'll leave that for you to decide.<br />
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HackTheNation was killing it in the upload game. Pushing more lines to the API than any other team. In total, the street teams had 654k hashes to crack. HackTheNation pushed 73.4 Million lines over the 48 hour contest period. Submitting hashes more than once did not gain teams any extra points but damn if that was going to stop HackTheNation from trying. We did not supply teams with a way to chunk their uploads to conform to the 50,000 line limit set by our API. Our guess as to why they pushed so many lines would be their submission script was simply using “tail -n 50000” to keep within our API call limits. We would love to hear why this team supplied is with so many duplicate hashes.<br />
These frequent duplicate uploads made us really glad we used a pre-filter before hitting the DB with a query on each upload or we would have been in serious performance trouble. Even with all of the duplicate entries, our contest server was WAY overpowered. Our Load Averages stayed below 1.0 for the duration of the contest on an 8 core machine.<br />
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We want to thank Mike Goetzmen for all the hard work and dedication he puts into the con each and every year as well as the rest of the Cyphercon staff. We would also like to thank the participating teams. Turn out for the first password cracking contest we put on was better than we had hoped for. We hope you guys had fun with it and will join us next year. We have some ideas for further team torture.<br />
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Contest Solutions are available <a href="https://s3.wasabisys.com/public-zone/CrackTheCon/Archive/2019/Crackthecon_Solutions.7z" rel="nofollow" target="_blank">here</a><br />
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In veneration,<br />
CsP<br />
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winxp5421http://www.blogger.com/profile/11139045076982704396noreply@blogger.comtag:blogger.com,1999:blog-5717741750935093742.post-89602792391139627872018-08-21T08:17:00.001-07:002018-08-27T14:56:28.601-07:00Crack me if you can 2018 write-up<h2>
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Crack me if you can write-up 2018 </div>
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<span id="docs-internal-guid-66f0e56a-7fff-a3b0-9e6d-01abef263aa8"><br /></span>
<br />
<div dir="ltr" style="margin-left: 0pt;">
<table style="border-collapse: collapse; border: none;"><colgroup><col width="340"></col><col width="139"></col></colgroup><tbody>
<tr style="height: 24pt;"><td style="border-bottom: solid #000000 0.5pt; border-left: solid #000000 0.5pt; border-right: solid #000000 0.5pt; border-top: solid #000000 0.5pt; padding: 5pt 5pt 5pt 5pt; vertical-align: top;"><div dir="ltr" style="line-height: 1.38; margin-bottom: 0pt; margin-top: 0pt;">
<span style="font-family: "arial"; font-size: 11pt; font-weight: 700; vertical-align: baseline; white-space: pre-wrap;">Active participating members</span></div>
</td><td style="border-bottom: solid #000000 0.5pt; border-left: solid #000000 0.5pt; border-right: solid #000000 0.5pt; border-top: solid #000000 0.5pt; padding: 5pt 5pt 5pt 5pt; vertical-align: top;"><div dir="ltr" style="line-height: 1.38; margin-bottom: 0pt; margin-top: 0pt;">
<span style="font-family: "arial"; font-size: 11pt; vertical-align: baseline; white-space: pre-wrap;">15</span></div>
</td></tr>
<tr style="height: 24pt;"><td style="border-bottom: solid #000000 0.5pt; border-left: solid #000000 0.5pt; border-right: solid #000000 0.5pt; border-top: solid #000000 0.5pt; padding: 5pt 5pt 5pt 5pt; vertical-align: top;"><div dir="ltr" style="line-height: 1.38; margin-bottom: 0pt; margin-top: 0pt;">
<span style="font-family: "arial"; font-size: 11pt; font-weight: 700; vertical-align: baseline; white-space: pre-wrap;">GPUs equivalent to GTX1080 peak </span></div>
</td><td style="border-bottom: solid #000000 0.5pt; border-left: solid #000000 0.5pt; border-right: solid #000000 0.5pt; border-top: solid #000000 0.5pt; padding: 5pt 5pt 5pt 5pt; vertical-align: top;"><div dir="ltr" style="line-height: 1.38; margin-bottom: 0pt; margin-top: 0pt;">
<span style="font-family: "arial"; font-size: 11pt; vertical-align: baseline; white-space: pre-wrap;">60</span></div>
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<tr style="height: 24pt;"><td style="border-bottom: solid #000000 0.5pt; border-left: solid #000000 0.5pt; border-right: solid #000000 0.5pt; border-top: solid #000000 0.5pt; padding: 5pt 5pt 5pt 5pt; vertical-align: top;"><div dir="ltr" style="line-height: 1.38; margin-bottom: 0pt; margin-top: 0pt;">
<span style="font-family: "arial"; font-size: 11pt; font-weight: 700; vertical-align: baseline; white-space: pre-wrap;">GPUs equivalent to GTX1080 constant </span></div>
</td><td style="border-bottom: solid #000000 0.5pt; border-left: solid #000000 0.5pt; border-right: solid #000000 0.5pt; border-top: solid #000000 0.5pt; padding: 5pt 5pt 5pt 5pt; vertical-align: top;"><div dir="ltr" style="line-height: 1.38; margin-bottom: 0pt; margin-top: 0pt;">
<span style="font-family: "arial"; font-size: 11pt; vertical-align: baseline; white-space: pre-wrap;">40</span></div>
</td></tr>
<tr style="height: 24pt;"><td style="border-bottom: solid #000000 0.5pt; border-left: solid #000000 0.5pt; border-right: solid #000000 0.5pt; border-top: solid #000000 0.5pt; padding: 5pt 5pt 5pt 5pt; vertical-align: top;"><div dir="ltr" style="line-height: 1.38; margin-bottom: 0pt; margin-top: 0pt;">
<span style="font-family: "arial"; font-size: 11pt; font-weight: 700; vertical-align: baseline; white-space: pre-wrap;">CPU threads peak</span></div>
</td><td style="border-bottom: solid #000000 0.5pt; border-left: solid #000000 0.5pt; border-right: solid #000000 0.5pt; border-top: solid #000000 0.5pt; padding: 5pt 5pt 5pt 5pt; vertical-align: top;"><div dir="ltr" style="line-height: 1.38; margin-bottom: 0pt; margin-top: 0pt;">
<span style="font-family: "arial"; font-size: 11pt; vertical-align: baseline; white-space: pre-wrap;">1300</span></div>
</td></tr>
<tr style="height: 24pt;"><td style="border-bottom: solid #000000 0.5pt; border-left: solid #000000 0.5pt; border-right: solid #000000 0.5pt; border-top: solid #000000 0.5pt; padding: 5pt 5pt 5pt 5pt; vertical-align: top;"><div dir="ltr" style="line-height: 1.38; margin-bottom: 0pt; margin-top: 0pt;">
<span style="font-family: "arial"; font-size: 11pt; font-weight: 700; vertical-align: baseline; white-space: pre-wrap;">CPU threads constant</span></div>
</td><td style="border-bottom: solid #000000 0.5pt; border-left: solid #000000 0.5pt; border-right: solid #000000 0.5pt; border-top: solid #000000 0.5pt; padding: 5pt 5pt 5pt 5pt; vertical-align: top;"><div dir="ltr" style="line-height: 1.38; margin-bottom: 0pt; margin-top: 0pt;">
<span style="font-family: "arial"; font-size: 11pt; vertical-align: baseline; white-space: pre-wrap;">600</span></div>
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<tr style="height: 24pt;"><td style="border-bottom: solid #000000 0.5pt; border-left: solid #000000 0.5pt; border-right: solid #000000 0.5pt; border-top: solid #000000 0.5pt; padding: 5pt 5pt 5pt 5pt; vertical-align: top;"><div dir="ltr" style="line-height: 1.38; margin-bottom: 0pt; margin-top: 0pt;">
<span style="font-family: "arial"; font-size: 11pt; font-weight: 700; vertical-align: baseline; white-space: pre-wrap;">Contest related Instant Messages sent</span></div>
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<span style="font-family: "arial"; font-size: 11pt; vertical-align: baseline; white-space: pre-wrap;">~7000</span></div>
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<tr style="height: 24pt;"><td style="border-bottom: solid #000000 0.5pt; border-left: solid #000000 0.5pt; border-right: solid #000000 0.5pt; border-top: solid #000000 0.5pt; padding: 5pt 5pt 5pt 5pt; vertical-align: top;"><div dir="ltr" style="line-height: 1.38; margin-bottom: 0pt; margin-top: 0pt;">
<span style="font-family: "arial"; font-size: 11pt; font-weight: 700; vertical-align: baseline; white-space: pre-wrap;">Hash:plain submissions to internal platform</span></div>
</td><td style="border-bottom: solid #000000 0.5pt; border-left: solid #000000 0.5pt; border-right: solid #000000 0.5pt; border-top: solid #000000 0.5pt; padding: 5pt 5pt 5pt 5pt; vertical-align: top;"><div dir="ltr" style="line-height: 1.38; margin-bottom: 0pt; margin-top: 0pt;">
<span style="font-family: "arial"; font-size: 11pt; vertical-align: baseline; white-space: pre-wrap;">>5300</span></div>
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<tr style="height: 25pt;"><td style="border-bottom: solid #000000 0.5pt; border-left: solid #000000 0.5pt; border-right: solid #000000 0.5pt; border-top: solid #000000 0.5pt; padding: 5pt 5pt 5pt 5pt; vertical-align: top;"><div dir="ltr" style="line-height: 1.38; margin-bottom: 0pt; margin-top: 0pt;">
<span style="font-family: "arial"; font-size: 11pt; font-weight: 700; vertical-align: baseline; white-space: pre-wrap;">Hash:plain submissions to Korelogic</span></div>
</td><td style="border-bottom: solid #000000 0.5pt; border-left: solid #000000 0.5pt; border-right: solid #000000 0.5pt; border-top: solid #000000 0.5pt; padding: 5pt 5pt 5pt 5pt; vertical-align: top;"><div dir="ltr" style="line-height: 1.38; margin-bottom: 0pt; margin-top: 0pt;">
<span style="font-family: "arial"; font-size: 11pt; vertical-align: baseline; white-space: pre-wrap;">2293</span></div>
</td></tr>
</tbody></table>
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<span id="docs-internal-guid-66f0e56a-7fff-a3b0-9e6d-01abef263aa8"><br /></span></div>
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<span id="docs-internal-guid-66f0e56a-7fff-a3b0-9e6d-01abef263aa8"><span style="font-family: "arial"; font-size: 11pt; font-weight: 700; vertical-align: baseline; white-space: pre-wrap;">Members</span></span></div>
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<span id="docs-internal-guid-66f0e56a-7fff-a3b0-9e6d-01abef263aa8"><span id="docs-internal-guid-b441bc7b-7fff-3f7b-c08c-d4015d4e88dc"><span style="font-family: "arial"; font-size: 11pt; vertical-align: baseline; white-space: pre-wrap;">blazer cvsi espira gearjunkie hops m33x mastercracker milzo jimbas mexx666666 s3in!c usasoft user vetronexe winxp5421</span></span></span></div>
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<span id="docs-internal-guid-66f0e56a-7fff-a3b0-9e6d-01abef263aa8"><span style="font-family: "arial"; font-size: 11pt; font-weight: 700; vertical-align: baseline; white-space: pre-wrap;"><br /></span></span></div>
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<span id="docs-internal-guid-66f0e56a-7fff-a3b0-9e6d-01abef263aa8"><span id="docs-internal-guid-2829f85a-7fff-957d-a280-fa1b258af9d1"></span><br /></span>
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<span id="docs-internal-guid-66f0e56a-7fff-a3b0-9e6d-01abef263aa8"><span id="docs-internal-guid-2829f85a-7fff-957d-a280-fa1b258af9d1"><span style="font-family: "arial"; font-size: 11pt; font-weight: 700; vertical-align: baseline; white-space: pre-wrap;">Prep</span></span></span></div>
<span id="docs-internal-guid-66f0e56a-7fff-a3b0-9e6d-01abef263aa8"><span id="docs-internal-guid-2829f85a-7fff-957d-a280-fa1b258af9d1">
</span>
</span><br />
<div dir="ltr" style="line-height: 1.38; margin-bottom: 0pt; margin-top: 0pt; text-align: justify;">
<span id="docs-internal-guid-66f0e56a-7fff-a3b0-9e6d-01abef263aa8"><span id="docs-internal-guid-2829f85a-7fff-957d-a280-fa1b258af9d1"><span style="font-family: "arial"; font-size: 11pt; vertical-align: baseline; white-space: pre-wrap;">After hearing news that Korelogic would be awarding bonus points for first unique founds, we took precautions to tune our submission process to ensure we could capitalise on this bonus. To avoid false spam triggers, an alternate email provider that supported bulk inbound/outbound requests was used. In addition, various functions on our hash management platform were disabled and tweaked such that the hash:plain pairs could be processed and uploaded quickly at a constant but not too aggressive rate. We only had a handful of submission troubles which were rectified quickly on our end.</span></span></span></div>
<span id="docs-internal-guid-66f0e56a-7fff-a3b0-9e6d-01abef263aa8"><span id="docs-internal-guid-2829f85a-7fff-957d-a280-fa1b258af9d1">
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<span id="docs-internal-guid-66f0e56a-7fff-a3b0-9e6d-01abef263aa8"><span id="docs-internal-guid-2829f85a-7fff-957d-a280-fa1b258af9d1"><span style="font-family: "arial"; font-size: 11pt; vertical-align: baseline; white-space: pre-wrap;"><br /></span></span></span></div>
<span id="docs-internal-guid-66f0e56a-7fff-a3b0-9e6d-01abef263aa8"><span id="docs-internal-guid-2829f85a-7fff-957d-a280-fa1b258af9d1">
</span>
</span><br />
<div>
<span id="docs-internal-guid-66f0e56a-7fff-a3b0-9e6d-01abef263aa8"><span id="docs-internal-guid-2829f85a-7fff-957d-a280-fa1b258af9d1"><span style="font-variant-east-asian: normal; font-variant-numeric: normal; vertical-align: baseline;"></span><br /></span>
</span><br />
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<span id="docs-internal-guid-66f0e56a-7fff-a3b0-9e6d-01abef263aa8"><span id="docs-internal-guid-2829f85a-7fff-957d-a280-fa1b258af9d1"><span style="font-variant-east-asian: normal; font-variant-numeric: normal; vertical-align: baseline;"><span style="font-size: 11pt; font-variant-east-asian: normal; font-variant-numeric: normal; font-weight: 700; vertical-align: baseline;">Patterns</span></span></span></span></div>
<span id="docs-internal-guid-66f0e56a-7fff-a3b0-9e6d-01abef263aa8"><span id="docs-internal-guid-2829f85a-7fff-957d-a280-fa1b258af9d1"><span style="font-variant-east-asian: normal; font-variant-numeric: normal; vertical-align: baseline;">
</span>
</span></span><br />
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<span id="docs-internal-guid-66f0e56a-7fff-a3b0-9e6d-01abef263aa8"><span id="docs-internal-guid-2829f85a-7fff-957d-a280-fa1b258af9d1"><span style="font-variant-east-asian: normal; font-variant-numeric: normal; vertical-align: baseline;"><span style="font-size: 11pt; font-variant-east-asian: normal; font-variant-numeric: normal; vertical-align: baseline;">It was quite cheeky for Korelogic to use usernames from the competing teams as plaintexts and this was spotted quite early on in our MD5 list. Similarly, they were seen in the SSHA, MD5(unix) lists, we also noticed that each algorithm was assigned a specific range of starting characters. Seeing as that the other teams were getting bcrypts it appeared that these were possible, and this was where all the points were at. While some of our members continued to collect points by exploiting the 4x first unique found bonus for the lower scoring hashes, others worked on trying to get a break on bcrypt hashes using the patterns we spotted. It was not long before we found the starting characters for the bcrypt hashes using the usernames in double combo mode. </span></span></span></span></div>
<span id="docs-internal-guid-66f0e56a-7fff-a3b0-9e6d-01abef263aa8"><span id="docs-internal-guid-2829f85a-7fff-957d-a280-fa1b258af9d1"><span style="font-variant-east-asian: normal; font-variant-numeric: normal; vertical-align: baseline;">
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<span id="docs-internal-guid-66f0e56a-7fff-a3b0-9e6d-01abef263aa8"><span id="docs-internal-guid-2829f85a-7fff-957d-a280-fa1b258af9d1"><span style="font-variant-east-asian: normal; font-variant-numeric: normal; vertical-align: baseline;"><span style="font-family: "arial"; font-size: 11pt; vertical-align: baseline; white-space: pre-wrap;"><br /></span></span></span></span></div>
<span id="docs-internal-guid-66f0e56a-7fff-a3b0-9e6d-01abef263aa8"><span id="docs-internal-guid-2829f85a-7fff-957d-a280-fa1b258af9d1"><span style="font-variant-east-asian: normal; font-variant-numeric: normal; vertical-align: baseline;">
<b style="font-family: Arial; font-size: 11pt; white-space: pre-wrap;">Strategy</b></span></span></span><br />
<div dir="ltr" style="font-family: Arial; font-size: 11pt; line-height: 1.38; margin-bottom: 0pt; margin-top: 0pt; text-align: justify; white-space: pre-wrap;">
<span id="docs-internal-guid-66f0e56a-7fff-a3b0-9e6d-01abef263aa8"><span id="docs-internal-guid-2829f85a-7fff-957d-a280-fa1b258af9d1"><span style="font-variant-east-asian: normal; font-variant-numeric: normal; vertical-align: baseline;"><span style="font-size: 11pt; font-variant-east-asian: normal; font-variant-numeric: normal; vertical-align: baseline;">Once we had the first bcrypt hit, we tried to uncover the complete list of usernames from the plains found in the faster algorithms. After we were confident we had a solid pattern, we brought up many CPU crackers running <a href="https://hashes.org/mdxfind.php">MDXfind</a> to work solely on bcrypt hashes. It was a little chaotic initially as we tried to figure out the best way to distribute the workload for bcrypt hashes. One of our members then stepped up and became the central point for distributing the tasks but the task distribution and request was still done manually. Soon another member whipped up a semi-automated procedure where each member could request custom tasks from a central distribution list. During our peak we utilised roughly 1300 CPU threads but we had around 600 sustained threads throughout the contest. A small cluster of 16 odroids (XU4) running MDXfind-ARM were also used to attack the bcrypt hashes. Sidenote, it was relatively cheap and efficient to attack bcrypts using ARM cores. </span><span style="font-family: "arial"; font-size: 11pt;">Each odroid gave us roughly 50H/s (800H/s in total) for the contest’s bcrypt hashes (cost factor 10) and the cluster in total uses approximately 200W. This results in a efficiency of 4H/s/W.</span></span></span></span></div>
<span id="docs-internal-guid-66f0e56a-7fff-a3b0-9e6d-01abef263aa8"><span id="docs-internal-guid-2829f85a-7fff-957d-a280-fa1b258af9d1"><span style="font-variant-east-asian: normal; font-variant-numeric: normal; vertical-align: baseline;">
</span></span></span>
<br />
<div dir="ltr" style="font-family: Arial; font-size: 11pt; line-height: 1.38; margin-bottom: 0pt; margin-top: 0pt; text-align: justify; white-space: pre-wrap;">
<span id="docs-internal-guid-66f0e56a-7fff-a3b0-9e6d-01abef263aa8"><span id="docs-internal-guid-2829f85a-7fff-957d-a280-fa1b258af9d1"><span style="font-variant-east-asian: normal; font-variant-numeric: normal; vertical-align: baseline;"><span style="font-size: 11pt; font-variant-east-asian: normal; font-variant-numeric: normal; vertical-align: baseline;">Due to the unfriendly nature of bcrypt on GPU, all GPU resources were reserved for the other 3 algorithms which worked much more efficiently with <a href="https://hashcat.net/">hashcat</a> GPU. Members were free to decide whether they wanted work on patterns alone which some opted to and devised their own methods and scripts which they used to attack patterns on the algorithms, while other joined the <a href="https://github.com/s3inlc/hashtopolis">hashtopolis </a>instance which had around the equivalent of 60 GTX1080s.</span></span></span></span></div>
<span id="docs-internal-guid-66f0e56a-7fff-a3b0-9e6d-01abef263aa8"><span id="docs-internal-guid-2829f85a-7fff-957d-a280-fa1b258af9d1"><span style="font-variant-east-asian: normal; font-variant-numeric: normal; vertical-align: baseline;">
</span></span></span>
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<span id="docs-internal-guid-66f0e56a-7fff-a3b0-9e6d-01abef263aa8"><span id="docs-internal-guid-2829f85a-7fff-957d-a280-fa1b258af9d1"><span style="font-variant-east-asian: normal; font-variant-numeric: normal; vertical-align: baseline;"><span style="font-size: 11pt; font-variant-east-asian: normal; font-variant-numeric: normal; vertical-align: baseline;">We were generally quite close score wise with team hashcat and trailed them for the first 15 hours or so into the contest. When one of our members woke up and submitted over 100 unique bcrypts we leapfrogged over hashcat into first place and took a comfortable commanding lead. This was a great morale boost and more CPU instances were placed onto bcrypt as we realized other teams were using different patterns from us and we had identified a very efficient one which yield many hits for little work. Additional patterns were later identified, such as one where popular suffixes (pass01, pass02 etc) were used across all of the algos); though these did not seem as efficient as the username combos.</span></span></span></span></div>
<span id="docs-internal-guid-66f0e56a-7fff-a3b0-9e6d-01abef263aa8"><span id="docs-internal-guid-2829f85a-7fff-957d-a280-fa1b258af9d1"><span style="font-variant-east-asian: normal; font-variant-numeric: normal; vertical-align: baseline;">
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<span id="docs-internal-guid-66f0e56a-7fff-a3b0-9e6d-01abef263aa8"><span id="docs-internal-guid-2829f85a-7fff-957d-a280-fa1b258af9d1"><span style="font-variant-east-asian: normal; font-variant-numeric: normal; vertical-align: baseline;"><span style="font-family: "arial"; font-size: 11pt; vertical-align: baseline; white-space: pre-wrap;"><br /></span></span></span></span></div>
<span id="docs-internal-guid-66f0e56a-7fff-a3b0-9e6d-01abef263aa8"><span id="docs-internal-guid-2829f85a-7fff-957d-a280-fa1b258af9d1"><span style="font-variant-east-asian: normal; font-variant-numeric: normal; vertical-align: baseline;">
<div style="font-family: Arial; font-size: 11pt; white-space: pre-wrap;">
<span style="font-family: "arial"; font-size: 11pt; vertical-align: baseline; white-space: pre-wrap;"><b>Some stats from our hash management platform showing rate of uploads</b></span></div>
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<span style="font-family: "arial"; font-size: 11pt; vertical-align: baseline; white-space: pre-wrap;"><b><br /></b></span></div>
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<span style="font-family: "arial"; font-size: 11pt; vertical-align: baseline; white-space: pre-wrap;"><b>MD5(Unix)</b></span></div>
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<a href="https://blogger.googleusercontent.com/img/b/R29vZ2xl/AVvXsEgc4DIGJgCIKEek9VAdpWUnxHM1OIXGvlbtHSFlVZ4pQRBeU_0RpENsLPEirZloVKOXOvKeqPDtbJqt3SAHlVFMqcYRyPtXJbpypIhnaD1_Q24RrBZBiJOpuQkOtc_AQFXpwtBR1IVxzwoS/s1600/MD5_unix.PNG" imageanchor="1" style="font-family: "times new roman"; font-size: medium; margin-left: 1em; margin-right: 1em; text-align: center; white-space: normal;"><img border="0" data-original-height="452" data-original-width="1492" height="193" src="https://blogger.googleusercontent.com/img/b/R29vZ2xl/AVvXsEgc4DIGJgCIKEek9VAdpWUnxHM1OIXGvlbtHSFlVZ4pQRBeU_0RpENsLPEirZloVKOXOvKeqPDtbJqt3SAHlVFMqcYRyPtXJbpypIhnaD1_Q24RrBZBiJOpuQkOtc_AQFXpwtBR1IVxzwoS/s640/MD5_unix.PNG" width="640" /></a></div>
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<b>SSHA</b></div>
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<span style="font-family: "arial"; font-size: 11pt; vertical-align: baseline; white-space: pre-wrap;"><b>MD5</b></span></div>
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<b style="font-family: Arial; font-size: 14.6667px; white-space: pre-wrap;">Bcrypt</b><br />
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<b style="font-family: Arial; font-size: 11pt; white-space: pre-wrap;">After thoughts</b><br /><div dir="ltr" style="font-family: Arial; font-size: 11pt; line-height: 1.38; margin-bottom: 0pt; margin-top: 0pt; text-align: justify; white-space: pre-wrap;">
<span style="font-size: 11pt; font-variant-east-asian: normal; font-variant-numeric: normal; vertical-align: baseline;">We do regret not switching over to <a href="http://www.openwall.com/john/">JTR</a> for a nice bcrypt speedup when more candidates than cores are used due to its <strike>bitslice</strike> interleaved implementation, yielding up to twice the speed over MDXfind. We also failed to spot the full range of starting characters for bcrypt and lost some valuable points there too.</span></div>
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<span style="font-size: 11pt; font-variant-east-asian: normal; font-variant-numeric: normal; vertical-align: baseline;">Towards the end we tried to spread the attacks across all the algorithms so we would not only be ranked highest by score but also highest across algorithms. This was quite hard to maintain as it seemed like both team hashcat and john were gaining ground on us. Overall, we were quite impressed with our ability to obtain more unique bcrypt firsts than both john-users and hashcat combined which allowed us to take first place. A massive thanks to <a href="https://korelogic.com/">Korelogic</a> for hosting the contest once again, we really enjoyed the added twist this year as it gave us all an incentive to constantly submit. A shout out to our competitive rivals, Team Hashcat and john-users for pushing us hard and making us drink that extra cup of coffee to stay up.</span></div>
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<b style="font-family: Arial; font-size: 11pt; white-space: pre-wrap;">Looking </b><span style="font-family: "arial";"><span style="font-size: 14.6667px; white-space: pre-wrap;"><b>ahead</b></span></span><br /><div dir="ltr" style="font-family: Arial; font-size: 11pt; line-height: 1.38; margin-bottom: 0pt; margin-top: 0pt; text-align: justify; white-space: pre-wrap;">
<span style="font-size: 11pt; font-variant-east-asian: normal; font-variant-numeric: normal; vertical-align: baseline;">We have enjoyed playing CMIYC over the years. So, when presented with the opportunity to create our own password cracking contest we jumped at the idea. In 2019, we will be hosting our own CMIYC style contest at Cyphercon in Milwaukee, WI. We hope all of you will join us for the first “Crackthecon”. As more information about the contest is finalized we will update the contest site <a href="http://crackthecon.com/">crackthecon.com</a>. </span></div>
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Unknownnoreply@blogger.comtag:blogger.com,1999:blog-5717741750935093742.post-49055871009665091672017-08-29T18:53:00.000-07:002018-06-01T05:11:20.238-07:00320 Million Hashes Exposed<div style="text-align: justify;">
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<span style="background-color: transparent; color: black; font-family: "arial"; font-size: 11pt; font-style: normal; font-variant: normal; font-weight: 400; text-decoration: none; vertical-align: baseline;">Earlier this month (August 2017) Troy Hunt founder of the website Have I been pwned? [0] released over 319 million plaintext passwords [1] compiled from various non-hashed data breaches, in the form of SHA-1 hashes. Making this data public might allow future passwords to be cross-checked in a secure manner in the hopes of preventing password re-use, especially of those from compromised breaches which were in unhashed plaintext.</span></div>
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<a href="https://twitter.com/cynoprime" style="text-decoration: none;"><span style="background-color: transparent; color: #1155cc; font-family: "arial"; font-size: 11pt; font-style: normal; font-variant: normal; font-weight: 400; text-decoration: underline; vertical-align: baseline;">Our group</span></a><span style="background-color: transparent; color: black; font-family: "arial"; font-size: 11pt; font-style: normal; font-variant: normal; font-weight: 400; text-decoration: none; vertical-align: baseline;"> (in collaboration with</span><span style="background-color: white; color: black; font-family: "arial"; font-size: 11pt; font-style: normal; font-variant: normal; font-weight: 400; text-decoration: none; vertical-align: baseline;"> </span><a href="https://twitter.com/m33x" style="text-decoration: none;"><span style="background-color: white; color: #1155cc; font-family: "arial"; font-size: 11pt; font-style: normal; font-variant: normal; font-weight: 400; text-decoration: underline; vertical-align: baseline;">@m33x</span></a><span style="background-color: white; color: black; font-family: "arial"; font-size: 11pt; font-style: normal; font-variant: normal; font-weight: 400; text-decoration: none; vertical-align: baseline;"> and </span><a href="https://twitter.com/tychotithonus" style="text-decoration: none;"><span style="background-color: white; color: #1155cc; font-family: "arial"; font-size: 11pt; font-style: normal; font-variant: normal; font-weight: 400; text-decoration: underline; vertical-align: baseline;">@</span><span style="background-color: white; color: #1155cc; font-family: "arial"; font-size: 10.5pt; font-style: normal; font-variant: normal; font-weight: 400; text-decoration: underline; vertical-align: baseline;">tychotithonus</span></a><span style="background-color: white; color: black; font-family: "arial"; font-size: 10.5pt; font-style: normal; font-variant: normal; font-weight: 400; text-decoration: none; vertical-align: baseline;">) made an attempt to crack/recover as many of the hashes as possible, both for research purposes and of course to satisfy our curiosity while using this opportunity as a challenge. Although each of the pwned password packs released at the time (3 in total at this writing) were labeled as </span><span style="background-color: transparent; color: black; font-family: "arial"; font-size: 11pt; font-style: normal; font-variant: normal; font-weight: 400; text-decoration: none; vertical-align: baseline;">40-character ASCII-HEX SHA-1 hashes, we worked under the assumption that “No hash list larger than a few hundred thousand entries, contains only one kind of hash!” - and these lists were no exception.</span></div>
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<span style="background-color: transparent; color: black; font-family: "arial"; font-size: 11pt; font-style: normal; font-variant: normal; font-weight: 700; text-decoration: none; vertical-align: baseline;">Nested Hashes</span></div>
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<span style="background-color: transparent; color: black; font-family: "arial"; font-size: 11pt; font-style: normal; font-variant: normal; font-weight: 400; text-decoration: none; vertical-align: baseline;">Although the majority of the passwords recovered were plaintext, as expected, we also noticed there were a number of plaintexts themselves being hashes or some form of non-plaintext. This suggested that we were dealing with more than just SHA-1.</span></div>
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<span style="background-color: transparent; color: black; font-family: "arial"; font-size: 11pt; font-style: normal; font-variant: normal; font-weight: 400; text-decoration: none; vertical-align: baseline;">Out of the roughly 320 million hashes, we were able to recover all but </span><span style="background-color: transparent; color: red; font-family: "arial"; font-size: 11pt; font-style: normal; font-variant: normal; font-weight: 700; text-decoration: none; vertical-align: baseline;">116</span><span style="background-color: transparent; color: black; font-family: "arial"; font-size: 11pt; font-style: normal; font-variant: normal; font-weight: 400; text-decoration: none; vertical-align: baseline;"> of the SHA-1 hashes, a roughly </span><span style="background-color: transparent; color: red; font-family: "arial"; font-size: 11pt; font-style: normal; font-variant: normal; font-weight: 700; text-decoration: none; vertical-align: baseline;">99.9999%</span><span style="background-color: transparent; color: black; font-family: "arial"; font-size: 11pt; font-style: normal; font-variant: normal; font-weight: 400; text-decoration: none; vertical-align: baseline;"> success rate. In addition, we attempted to take it a step further and resolve as many “nested” hashes (hashes within hashes) as possible to their ultimate plaintext forms.</span><span style="background-color: transparent; color: red; font-family: "arial"; font-size: 11pt; font-style: normal; font-variant: normal; font-weight: 400; text-decoration: none; vertical-align: baseline;"> </span><span style="background-color: transparent; color: black; font-family: "arial"; font-size: 11pt; font-style: normal; font-variant: normal; font-weight: 400; text-decoration: none; vertical-align: baseline;">Through the use of MDXfind [2] we were able to identify over 15 different algorithms in use across the pwned-passwords-1.0.txt and the successive update-1 and update-2 packages following that. We also added support for SHA1SHA512x01 to Hashcat [3].</span></div>
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<span style="background-color: transparent; color: black; font-family: "arial"; font-size: 11pt; font-style: normal; font-variant: normal; font-weight: 400; text-decoration: none; vertical-align: baseline;">Taking a deeper dive into the found “plaintexts,” we realized there were hashes-within-hashes, hashes of seemingly garbage data, what appears to be “seeded” hashes, and more. Here is a list of the hash types we found:</span><br />
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82B1ce3swbm9O7m5pzMEQayrHRZGlNcnFsLJtIEpVvuUFxf1Rf8UQuQBgQZqZIrDjJLjxizJtr9x8NC4w9IJESMMV9PDA2CKDPH8IwnNLtweyaa3keHke3Z204vo6hqOjaI9nxQlh4CyGICovZ9uzWGa4eBrG1qFygNbwNSU2enJ/vlk6yRLEIamgZBBkHGYekRY8bEzzKEw4L3+pEUMcZ/crltwdu2EH8JkBSeKVVqz/Z/Wjvu0Z79wVBvoTTa8+FZegjwh/gsT7e7/K3jd9YfyLKTt9aBm8hoxcXZ2OpI6y7bLzsWOD1hgyCTdoKjZ+kRY7bEvGAkhIXA6siDSkMjjLSRbGc9cOgdgTlmi91CuzXG25lG5pjodCOB7N+94QybMN14cJYeAnhpMOc10/wG8Q9kueXz0uBPczAfc9qjHdzbw8KkoUGQidR7JSw9YsyTyHcTqWFBHmYIR4zdpYETcS9bbKcJi6Hd5tPuUPqbAu051Jz9g01ZOwews6Yp9QYSiw8B7KxhbwauB/RbAllu+Z5MkNPx6yH8bzGYrzMWKg0IMlK9V8LiI8b0iRl6TAsLZKUkSftKw6Yq6PRhqL1a27gmwG6Ntmd/aC/Snlurt7Op8jsTmHZ8skdF3beZEUOTwGf5IcDp1+3mSpuuZfGBrIYIhGMJzicSgjF0VbJGMthYoF8aEGQaBBmP5UeMaZNgDClhwRuKcNMBRhqcVcF0lk5sz3xztrdzA4vS50u0NMbjuWLsvbmhS1Ks/yLAjXaG6g0kjiIE2L+n5vTN208k+sfB/3qCyaKjC86eQ5N2fg5yeCJv2Nylfz1BWxOCjHjCY8ccQ8SYJxb5zT8UFsLDDOGIgf/3BJgPhAC22Yd/VfogSWGLVlgloA1EjFwJ0gBUgBBA08152k9AThgCcqGwSkAbiBi5EqQBqAAhwE1X1an0P6GYLwTkQmGVgDYQMXIlSANQAUKAwhCQC4VVAtpAxFAYMSANYD4QAhSGgFworBLQBiKGwogBaQDzgRCgMATkQmGVgDYQMRRGDPOQg/mOAwCwZNiWnpHc9wMAEEJsuaLfAXBoDN4b9L035EJhlYA2EDEURgxIA5gPhACFISAXCqsEtIGIoTBiQBrAfCAEKAwBuVBYJaANRAyFEQPSAOYDIUBhCMiFwioBbSBiKIwYkAYwHwgBCkNALhRWCWgDEUNhxIA0gPlACFAYAnKhsEpAG4gYCiMGpAHMB0KAwhCQC4VVAtpAxFAYMSANYD4QAhSGgFworBLQBiKGwogBaQDzgRCgMATkQmGVgDYQMRRGDEgDmA+EAIUhIBcKqwS0gYihMGKkS8OmKvrflyyqjb21rP09ybbucLrZyfUy+XP6eX7JbB28o4TahI7xDxHqDnyOIARsrk+Gh+H07sbbob4wxpxU9+2Nl6Vx4Q5s7t8tDEP3/86+qk6trReXoYqZ8zo5BORCR5Cpy0Ao6KrTZ9b0H1IqjrkKmkUCmlx3+0AnW8wQLoM5q3xicoP9KxcLFGrI7FiXsQLM8iNGtnRzTv+prq+EXBKvIhEjURrq0n6sNlXR/Uuntue6NKYsS+7hHh4sN088Z/ec208bffx4aXAKiT+xfUH9Xm6d5LoDlsWHgPt3i76/b/t4u/sfen1GGpwWm5Y21yd997+5PhlKuDknIaC+ML4oJIaAXKgIMk1dGlMUhdinFUVBpMELO/YWugMtTYw+Qt3d8NPUZZcvZrBXzofR0InF1y45I3hmUl9LZCANE6Wbc9YGusAyZLHRY29pkJ+TxPZctw9lLTYK/5jIOb1Hzd2a8mSn7OMFAWuDXHfAc2QhwB1UuCyNMReXXFvdTRq6Apmsq+rUypKjQ0oIyIWGINO154rr6+vSmLKqQtLQ0N4/WRpInyrVXSwvcCKHWHAK37Q9pMHbzd7QXXv0Ko4sYsya5LBQX7hvO9yeh5EG9h83rT33j6T4kAjSwO0bnHkIvZxQ7FZLhhC6eia5DKQhlSMLAdxMBNsCd5EG8jbgJscnaAjg0lKkYeYg0+/MN3QvgyvaqfeO0iDWnQ5txjO4a5b7ZfmmpUqDEDmZOyEYF6RhopQ80mCPaKZEjNQ1DdLUX1J7tjRWekqk9iwNKMZiQrwj58YHt0cMZ0h6ziENqRxXCLiqTrneWpAGi9A8glM4P8xAZKXd89w+RbcMIikE5EJPkOFeD/jtbMneK7T1D0EqSMfnt38H6t4N4/NnTZlgDa3aiJ04aaSBjZxpL1eQhgkTWdPgBJPtAqni+op/8znY1xNDg6CrCxiGhyOh2cmPqH/OtBcS8ZG3WjUtZPvw2zWENByUowoBN+ds9xybLGiba2Q2gS28vugfXftwWmC7IpIcuwhpaJr5g0y/q794qazTCg4vuuZnLuxFmdFTWNfPdMOyErhX6Qe94InHTE8wkRPSoCr5C7CseMIOgh5IGqx/endeP/gSICk8U6r44NvnlKXBHihL6Mi9RUx923KXK0EaDsbxhIC2EbIjAdEVBvfvFpHZCmEMwzlFv4M/JsHMhixGGlrmCzLWnuxr8h7SwMxcWIjLr4LLGFg9sDKck7AjNnK/7p543JoGL3JCGpQlZ0qiDSBt0Ngu355gesJ/bMRRKHeb8JaQMgIpnFOazRu9pkFe0SsGI6xp2IsjCQGctg8pviwxtsRBGsPgQwAvDURoFiYNzWxBho4rmrLuljMwx0TXNBAio5Yj6j6Ud6glDpETj5IGP3JiTYO2NMQlLz5wrzGTSAMn4l62vFYhuq5JPiffQNy2u4M0dH95q5q9ET1u9BDSkMBRhIDLMmAMH6eONAScIPr9ZOO+N9D9R4aAXOgIMv6kQVn6m2JzB0LH5xw8bvSDDygH/JgiduIR0sBGztDSh/RqH0XEUJGs1Y7+S8u4sckkadhUBZ0+DD1a0f6d2eqVEzhnNxhm7U6mD4VHniuTWyrhfVbhzEuOHyUBW5YfAmLG8DEjDfWF3SBpCfTbB37y4qo6tTyDDHU4h7RLHJb34045gkzDjsk7x4WlgQSiuvSWVgenOqN1FwsMnolcMntXozctWRqkyOnGbN6tIA2TpcvSjkLOL7vQEMF+qHWAkQZnrizSOQ/bJGUetnNjZOwkIN/crPzC0Qq/3KFCZFu/O/8phXsQt7CZqzvgWHoIcH91sWM70Of97KMhs4Zk/x8ODZg4BDvMEFoL7eZyTmPUS0OTL8iEvnH0pSHU3smZnFpxHeTYunvvSeyZmLK4yx5701iFC0ZOpwxv1IEv3sUsPGLoCVbu0Kb787ITfj2hHlm4gQoQAry0449Fjk0KW7TCKgFtIGLkSmuRhqZJn9wDGUAIoOnmPO1nGyYMAblQWCWgDUSMXGlN0gAUgxDgJnelQqYQkAuFVQLaQMTIlSANQAUIAQpDQC4UVgloAxFDYcSANID5QAhQGAJyobBKQBuIGAojBqQBzAdCgMIQkAuFVQLaQMRQGDHMQw7/exgAwKJhW3pGct8PAEAIseWKfgfAoTF4b9D33pALhVUC2kDEUBgxIA1gPhACFIaAXCisEtAGIobCiAFpAPOBEKAwBORCYZWANhAxFEYMSAOYD4QAhSEgFwqrBLSBiKEwYkAawHwgBCgMAblQWCWgDUQMhRED0gDmAyFAYQjIhcIqAW0gYiiMGJAGMB8IAQpDQC4UVgloAxFDYcSANID5QAhQGAJyobBKQBuIGAojBqQBzAdCgMIQkAuFVQLaQMRQGDEgDWA+EAIUhoBcKKwS0AYihsKIkS4Nm6rof1+yqDb21rL29yTbusPpZieXZNalfSZhY10OP3s5HG9vdTNpDjkBXxxbKHOkV1t6FLcDg30Mc0hdpheliqMJAfWFMeakus/mXrb/esX1Vb9xc30y/Iue3t3IJdt72iU0H/+wuTm3HiX/7JelXLjCHlpPkBGP6arTZ/pxRShubIuX6ysEI+Fyjo2jiRgZkhMuSDy5qk7Z7UkRI1Ea6tJ+PjdV0bWF1PZcl8aUZck95EM7GysNm6qw96jLvgSpB6c5TsOTi+sqaVXQa7L8Ke1CElu5c69JnaxAAmnIk+7f7f4FeGnYXJ+Y05PCbor37xZ9X94eLnTt9YUx5ry29uwL2Vyf2Gd09rRVY8HSkC/IFIUo50VREGnwX1msLXLgGYnb8N1bE7icY+MYIkaudHMeiFFuYGG8YW9pYLVezGG21W1Lrr0G3bUNKQYEpSFVDUI51t/hg/zrd7emhIuEfbwbYW/ozniw0DQzyw8Bl6Ux5uJSbJD37xbmpLp/WQr+3gRGKVxLaFwzqC9cIbArcHNujClvvH3SQkAuNAWZSgo1ZVWFpKGhw36HapleOdaG0OUcG8uPGPmSLA1u4kcoDyMNbFtIa899Oxbb1M7SwLeanaWBLS448xAf3OixbyO5pf31+8UIgQrSoK9BXlWnba+/uzSUN/xZyEjD5vrEHmkYSl64NOQKMn7Wpir8DK5op97SuYXmLkUBvjqcC0EakISUWRrkqb+k9my5f7BRjV7T0A3WR1c+SDnua4JQnNw404Y97GKscqyAMZwhLTZAGnInrkFurk+6theQhqvqVOjag9LQT0MW11eSdixbGvIGGZrHb2dL9sYCB+h8Jm3u0uakFwVIA1IokTUNF5f8bt4AZzRijPl6YmgQdFEAA+kcY6P4u0kDqUFgIaS0lImPAO4xaQMawUjlx5A+q6hqGkMgDeqTLw1Oly9LQzeVwBVLfcKXg/qie265wpcuDU2TMcj4iwgYi49Kg7edXobb3KXNkIYtxxMx8iZ5KRVZHZUSMcZ/crltwfYoe/AlQFJ4ptSdpMHabhzhj480BL5CsIsTpSFpYJLszixYMIG7xW+CNOROVBquqlPb5QVpaJuupPzdgUOfeEEXLmyP3S7GPK7pCZssQWb4T2vHPaRBXsbMXYv30gNpaI4pYuROZH7T2si/wxxUGhpxpM3Jdpb/h94RmGO2jJKGxuncR01PCO2uzxMnW8euaZBXQbs1wpoG9YlKg9PZW1j7BL+bkM/SmkG3APNjpzTiJccjDU2WINO1zu1yBuaY6JoGAtnfb+7CZqxp2HI8ESN78gZHpe8mohFjd2ngRNzLFttpwmJotjWGGkryhxDU/fnyyIuHX9z4ryeYQ0xZO8Wzc7VJOrUAjicERBYZ+SMNoR9REJI9esEXePTSMH2Q8ddIlaW/KdDIQ87gH0ybu7SZnmhsLDwWjidi5E506fTNecAYwhEjSRo2VUGnD0PtlSzo8Z9rZivfAOj8gfd5k5SX/vXE0BoDxXnTk93bQWxElCmTWyphhwR3vSQfkiANudM4aQgZg9TTu3ON7SpI8sMMtAKLloZMQcZtSv5EQVgaSBQIhRChuQub5YPDl3NsHE/EmDtdlnZ8IIoQM4ZwxBj79QQdXQu3Z2n0f9jODSxK6xz9cT03kxn293P5hZTWiAJXHHOy9ldf6EyHdxn0IGlixB9t4KrBXNaiooZZfAjgpiGYNQqONDg/B0mPshc/Oj/T5hXr5noRgT4W7jylUS8NTZ4gw2oAXaYoLaOOBCS6Mttv7qEo4JzMe88J1+NoMIuPGNkSCTtWQCCRZHTEwP97Yh/cUQEQAyHAS6FfdDhgUtiiFVYJaAMRI1eCNEzIGgYJDwVCAE3DUsdsISAXCqsEtIGIkStBGoAKEALcdFWdSr/ZMF8IyIXCKgFtIGLkSpAGoAKEAIUhIBcKqwS0gYihMGJAGsB8IAQoDAG5UFgloA1EDIURA9IA5gMhQGEIyIXCKgFtIGIojBjmIQfzQQYAYMmwLT0jue8HACCE2HJFvwPg0Bi8N+h7b8iFwioBbSBiKIwYkAYwHwgBCkNALhRWCWgDEUNhxIA0gPlACFAYAnKhsEpAG4gYCiMGpAHMB0KAwhCQC4VVAtpAxFAYMSANYD4QAhSGgFworBLQBiKGwogBaQDzgRCgMATkQmGVgDYQMRRGDEgDmA+EAIUhIBcKqwS0gYihMGJAGsB8IAQoDAG5UFgloA1EDIURA9IA5jvD6i4AACAASURBVAMhQGEIyIXCKgFtIGIojBiQBjAfCAEKQ0AuFFYJaAMRQ2HESJeGTVX0vy9ZVBt7a1n7e5Jt3eF0s5NLMuuyPRt7TFedPrPbe0AojrmK0dg3g6kfezngeEJAfWGMOanus7mX7YNWXF/1GzfXJ8Pzcnp3I5ds72mX0Nyc08fXziWnMOd1cgjIhY4gI52zo40a3va6dDb6wccukOaS0uRa2wfa2eEqM9gFMQfUZWpBc3M0ESNn2oYOO15dVadiJIlGjERpqEv7sd1URfeEpbbnujSmLEuuaQwPNHNMURTiY14UBZEGe0evtdMddmZT2XVyb03gcsBRhID7d7uAzUvD5vrEnJ4UdlO8f7foRaE9XPCG+sLq7+/fdQq5OZc1xT2QS0uQhhxBRjzncJaiLAsvcIjBRKrXsDPtoYVau1GmqcsuP1JlH+cAUqzlH5CG40xX1akpTk/s6LG5PukDS/uy4XvD3tLAar2Yw2yr2zZRi01DbmsV1zzr0piyqkLS0NDmeShp8MqxNoQuBxxBCLgsjTEXl2IXfv9uYU6q+5el4O9NYJSCWAJRgYA0BH0iGgJyoSHIRNrppiq645jQsqM0kF5cqrV0hrGhxdvf3tDV5GAvVIdm+REjc9pcn5jTu5tQiLgsudeYw0hDchvxt/UtYpe2xjd1L4Mr2ql3sBX6Y6HCZqamTN0hDSzHEwL4RnhVnba9/u7SUN4IZ5GbfX0RmfIIh4BcaAgy8jm73KLaSCc7iDSItaYjmLEqS/HKr6nwegVpOL60fYcJv1dMJA3y+oKk9mxZ9Bh/7valefx2tmTPqtk5Qqu92Qfwm5OaHKSB5XhCANcIt1LftUNBGq6qU6GPj0uDxcWlU+DFuf10O4XEQkAu9AQZYS7RGmBgz7arNNjde6DW3cQBO8wq3iYar9LeaCANx5j6d5igNHgDnNGIMebriaHXJULLMTyUCX17pK35iwiY9hCVBm87vYyiqsnu3GZIw+4cTwjwG6HT5cvScHPOdup9I7d9Ijwm0e3ZrmlyJiz9UyxCGppm/iAjnZMUIr24eESlwV6OGa21deXMWgyvyky8gjSsNW2uT1ImN6XlUAeShpbtcywpuLctrblF2trwn9aOe0iDvCCIuxZnM6Rhd44nBNBG2L7u92//gjS0nf2wm58unQGDC7Gpb677lU3k1PzZFyMNLfMFGemc7PBAMArI5yBjnONNZFuA9OFHKIxBGtaZyLClIA3sC0Y0Yuz0Ow3CcL6T7azWDb0jMMdssZ/kbobPXpM0ck0DQfhoiltL6b/2YE3DThxPCKCN8LLknnJnn+B3E/JZhG8ihgrw0kDUZGHS0MwWZKRz8h9RxldVp6xpsHeN13ooI2GJgx+vsKZhlcn7QnuLFX+k7yaiEWN3aeDe9r1sWbzji6G58cFSHjKUBveEtuAfbMqaHsBuZuceuTNDGijHEwIiHyz47/r8aqNg8m1gSPbYIx1g5CYpFyoN0wcZYYdYNDmANKTWOlQGKYWLV+xyjEStyc/xRIy8yY9XN+cBYwhHjCRp2FQFnT4MtVeyatBvBMzWeFvzJwrC0tA6t51NbcDRADs+WXMizGb54PDlgCMKAeOkIWQM0rcPrgpclvbpSIN3LKFd4rC8H3fKEWSkc/JvGzQ27CcNkVpL8Spwm4R45ewjXBqk4cgTiVcxYwhHjLFfT5Cxr0h7lsR52M4N0Uk2T0tjBgu4Yuy9B9zpSdoOi2ojbPZPxq14DtRjzSw/BHDTEMxggCMN7m81kqPsxY/Oz7SRYkkhdBrSHo3kFMSol4YmX5ChG6URytDshfhi3/Bd8thak6UP/m0KxSunKG/UgaDqXccsPmLoSI40uHFGCCmBiIH/9wSYD4QAL4V+0eGASWGLVlgloA1EjFwJ0gBUgBBAU2Cp41whIBcKqwS0gYiRK0EagAoQAtx0VZ1Kv9kwXwjIhcIqAW0gYuRKkAagAoQAhSEgFwqrBLSBiKEwYkAawHwgBCgMAblQWCWgDUQMhRED0gDmAyFAYQjIhcIqAW0gYiiMGOYhB/NBBgBgybAtPSO57wcAIITYckW/A+DQGLw36HtvyIXCKgFtGGP+v//nf0eaPwWaJ6QBzAekAdLQo7BKQBuQBkgDWDWQBkhDj8IqAW1AGiANYNVAGiANPQqrBLQBaYA0gFUDaYA09CisEtAGpAHSAFYNpAHS0KOwSkAbkAZIA1g1kAZIQ4/CKgFtQBogDWDVQBogDT0KqwS0AWmANIBVA2mANPQorBLQBqQB0gBWDaQB0tCjsEpAG5CGRUvDpir635csqo29taz9Pcm27nC62ckVMmkNhrPb1KWbuf3bghTv7eCUa+d69RIuhly4XwPuRGviaKShvjDGnFT3nY2b65Ph3/j07sY55NJ+GIrrK7ZYp4T20bP/x9k351YOPfv2FPS8y5IGBJnoxawryBhIw+7pv/zoP1nPw/f/y5D14zP6tNi5B5KGurQf301VdI9kanuuS2PKsuTa7PDYp7TnomCCRZtXFAVpz3bDaU9jbaE70BP1WXVJTihdDBvIghkrwxyBNNy/2/Vrbrd9/27Rd9jtPu6fgyjcnFMbcKThvBZ9YjhjfWHsPQfbWLA0IMikXMy6ggykYef00ffv9Crw0ffvOGbw4zNj7vzov4cO31sa5OcxsT3X7cNfe22gazopT3y7TyW9YhRVVQba83ZTcIcmlpNwMatpzzuwfGm4LI0xF5fNzTn3rj8kZyiC7nxZCoMNAWmoL1whsMvsLITusyxpQJBJv5jVBBlIw4HSxevGmP/0wkczSwP7hKe15/7RF1tKenuumUKsFhZsrs51hNuzXBn5YtbVnndg+dLA9dlRaSAjDffvFnuPNLB7HoE0IMjELmZdQQbSsFhpGIb3IjNs/DZLl6VGNKY900L47eyZ7NOQ2UD75KGJzcDFrKs978BqpOGqOnX67+30wendzc25SV7T4O52VZ1uN7IrKhYvDQgySRezriADaThM+u8vFHR6wuI/X0wiDU1jNwCyRoljeHrdh1lo0KPas2vp7ajhhpYdbc/edsbovaYevJh1tecdWIs0sKsW+mWMQr/OFmIuLqkWMD5xJNLQNAgy0YtZV5CBNBwk/Y//bIw5+x+yTwyDEAeWhpbtc759jOMvAXQPvkF75TiBot3f2sf6T6u83duzPDi6DWLbY8IXs672vAOrkIZ2FaTT2befTrSzCdsBA3Z6gpGAfg7CdojtYszjmp6wQZBBkGmaBtJwiNSugnz9x+Ed6GzFQaWhcZ79aHsW3hJSRiDZ09oNq6g2zkqhcdONhJTZx8jFrKs978DxSwP5bsLv+3tvSBhvsBYudAsw3ROR8YbjkYYGQQZBpmkgDQcyBv+LSidxSxwmkQbPxrlsNp9bAjS2PW/bX1mKA3lM+ww150AF+pJiF7Ou9rwDxy4N/C8l+H15oHcXDvQ/uGA+wTg+aUCQ8S5mXUEG0rBX+vFZ3Bi2YkEnL/aVhk1V0OnD0CNMhvX8B5nZOr49ez+0EmnP7e522ydH2iue2azoxayrPe/AUUuD+NtK7fLGYT7CHSQYevr7dwvvpxe6o9pJDZJLrWXR0oAggyDjA2mYwBguXrfHFYTdDjDS4KwCjizLEdYS0dLEsTjp62V6Ls/pvfYcKpac2amlm2cvhB55MbG3g5WxfGm4pE+V2c4a+D/m2Gf5udYIgTNV0a9zNMZ4TrBdDMHkOr8U2T157poJo14aGgSZHS/mmIOMgTTsmJyfg+xpVza0cxZk4+GlAYD9MYuXhkksRPoC84BJYYtWWCWgDUhDrgRpACqANNB0cy79mhOkAQBIA6QBrBpIg5uuqtOkby8hDWCdQBogDWDVQBpyJYUtWmGVgDYgDZAGsGogDZCGHoVVAtqANEAawKqBNEAaehRWCWgD0qBRGh5yMN9qAACWDNvSM5L7fgAAQogtV/K7ydwRrBeDkQaMNHQorBLQhjHmf/3f/4A0fwo0T0gDmA9IA6ShR2GVgDYgDZAGsGogDZCGHoVVAtqANEAawKqBNEAaehRWCWgD0gBpAKsG0gBp6FFYJaANSAOkAawaSAOkoUdhlYA2IA2QBrBqIA2Qhh6FVQLagDRAGsCqgTRAGnoUVgloA9IAaQCrBtIAaehRWCWgDUgDpAGsGkgDpKFHYZWANiANi5aGTVX0vy9ZVBt7a1n7e5Jt3eF0s5MrZPrUpWHqQnPSywPzsA5puGyfweL6imwZOL27EQ7fXJ8Mu11cOrk351YRJ9V9oXB69gVJw/xBpi5pCGE22lFlOL72b/w2k+aQE/DFsYUyR3q1pUdxOzDIQXTITixqOgykYff05+89PvwTn/3FnzP7/OgZY4wxd97758NLQ13az/emKrqnKbU916UxZVlyDXp4eNM6eacum6qwHu26HMpoi4U3aMKsQBo21yfm9KTwpIH04rIxuDbQeYOb9cP6whhzXrPl3Jzbey5HGrIEmag0uBHGDjFSD05zHFmRi2NClqc5/CntQhJfvwJB1FY3SMNy00d/cacXhY/+4g7nDX/+3uPm7PE700gDq/ViDrOtblty7TXo7nmVzxA7oXjkyNELMD3HLw337xbmpLpPLCFRGrzdrO6/vnDHJzgzaD7+YfPxVXXKjGQsQBryBJmoNKSqQSjH+jt8kH/97lb56JRq9QSDaHfGlHNNDqThQOnidWPM4y985FqFefyFj370zITSwD5Aae25b8fig8g/xswIpV+CVCakQR3HLg1X1Wnb6+8kDffvFsaUN/wWMtKwuT7hRxpuzg0pZFHSMG+QkXam0sBHkZ2lgS0uOPMQH9zosW/jXkEU0nBMyZOGf37hrHWFqaRhGN5jZxFj7dly/2APz78fOLnSfkwzlFs7yMRxS8Pm+qR7xWekwSJ9WsEu56o6NcaY4vqqvjDCMIM3ILEgacgSZBLWNHSD9dGVD1KOuzpAKE4eZ0kb9rCLscrZI4hCGo4o/fMLZ870xJ+/93j353TS0DT2vCCdr2Mgz21sgE1e11RUtZWXLA3yewvIxjFLgzNOEBhaaPt+rsuPSEPnBGarDlId2KxFSEPTzB9kkhZC2jUILIQk66l6vPKZ4tIGNMKjqqxy7RxEIQ3Hk37xsjHmmV90f370F3eGP6eVhpbt82kPgAVfAuge/LMoiHbXGMTShEN1LP0FhOOVhqvq1P7YITgfIXXtYWloP51oT3H/bmGMP2IRWB25GGlomS/IpEmDtX2IRmkjDYFQZBcnSoPz9hPvyJkPSHYMopCGI0ntKsjXf9Rt+ecXzuw/55CGRhjzItnOytzQOwJzzECn7O5YX2Q6Dt9NaOV4pYH/7lGYRBCUIrSmwfmSgjcPeZhhedLQzBZkRklD43Tuo6YnhHDU54kjo2PXNPjn2ymIQhqOIzHfTWw/s/Rwl0lOIg3tUxlrz+IwQMIXVN2OTnti5zLpOCWMQSfHKw1pWiDJgXCUtfjRLzCw8/FIw/RBhuusQ59yJX8IQT9h5Msb9hSsYfzXE8whY4No+rmmBtKwV/rRM9QY+H0mGGnYVIXULUfac8pnRFI51l7eimD3HYMsMoIxaGWd0lBfeIsirbWK9tJFd4WjPbrQroQYph48RfCGIpYmDXmCTLej1Tu6f9elmJf+9cQQpQLFba/Z/1Gp2LQLUya3VCI1iAbPNTeQhmmNYTppaMjSnohED9ukgblhOzew2LUuYRUwOYgZh/NLAypYpzR0SxA6nK6d/qxCv9TR0KGF7dcTHc6gQniYYRHS0GQIMk5hUsRwM8PhRlrtQOdauOKYk5micD3CO2VRbfyDpImRpCDKRtFs72EG0rBjcn4OsmdYyjCDNACwP2Yt0rCrXkyWFLZohVVSyaqHTyENuRKkAagA0kDTzbn4sw2QBtARWmVx1EAaIA1g1UAa3HRVnbIrIiENADQNpAHSAFYOpCFXUtiiFVYJaAPSAGkAqwbSAGnoUVgloA1IA6QBrBpIA6ShR2GVgDYgDRql4SEH860GAGDJsC09I7nvBwAghNhyJb+bzB3BejEYacBIQ4fCKgFtGGN+83d/hTR/CjRPSAOYD0gDpKFHYZWANiANkAawaiANkIYehVUC2oA0QBrAqoE0QBp6FFYJaAPSAGkAqwbSAGnoUVgloA1IA6QBrBpIA6ShR2GVgDYgDZAGsGogDZCGHoVVAtqANEAawKqBNEAaehRWCWgD0gBpAKsG0gBp6FFYJaANSAOkAawaSAOkoUdhlYA2IA2LloZNVfS/L1lUG3sr+R+9s//z9+3hwv8Tvs0lmXXZno09pqtOn9ntPSAUx1wFzRpyInW3D3SyxQzhMpizyicmN9i/crFAoYbMjnUZK2AH1ioNl/Rf6PTuJrD//buFMebi0t1+VZ1aJQy5XuHtP+n11QKlYf4gE26Cdp5fMlsH76hQ8xeO8Q8R6n70GEjDpOlrTxpjjLn1zncOLw11aT+ym6roWldqe65LY8qy5J77ofdijimKQuzTiqIg0mDv2BZrbaE70NJchSAHMnXfVAU5apsvZrBXzt3V8InFYCVnBM9M6mvFL0jD4aSB9OJSqi98Lfhh8/EPN9cnQwk3574WDOnm3JiT6r6zcQnSkCPIBJpg2wy8kEIbCichcizhcVugW6dAgFwBkIYp0+U7j5qzR29NIw1yZ5TYnuu2JddizyvFgKKquL6+Lo0pqyokDQ1tscnSQJqtVHexvMCJHGJdfPim7SEN3m72hu7aU69iDJCGcNpcnxhzUt2/qk79kQY7BXa4qk6ZkYwFSEOOIBM5p/f8u1tTmlvKPl5TszaEAuQKgDRMlx58+ZZ59IsPvvbkhNLA9iBp7blvx2JPJEuD0NS9DK5op947SoNYd/pCEM/grlnul+WblioNpCJ9Of6dEIwL0jCvNCQ4wVAgv8PNuTGmvKHblyINMwcZ8ZzBmYfQCAiFhhKmPSa5DKQB6aDpO188a11hKmmQ1xcktWfL/aUGHZAGL4/fzpbsvULz84bkWDsyBOreDePzZ00Zlgyt2oidOGmkwQpTQyFpIQnScFhpsDiv95OG+sL4ExBDFrdgYgHSkC/ISFOjMfGId+TcTKfXHpOMHdKAdMB0+c6j5uzLl7/5uymloWnsXpdO/DEMz3dC3x6WBmbKr6zTCg4vVeJnLuw1R9FTWNfPdMMpM5HcXY2ceMz0xDZM2SVAGnKmdj0j3+WHpWFY7iAdfv9uIQxpLEIammb+IMOfM23UQ2yH1vsJLYRpj5AGGUjDFOnBl28Z8+T77Z/TSkPLtgXbU27BlwBpnIApVbZ99jV5D2lgZi4sxEnL4DIGVg+sDOck7MuU3K+7Jx63pmF73uDhkIYZk9y1h6VhSDfnxjAjCvWFkYYxFiMNLfMFGf6csjTYUwwJHbm3HJtpj5AGGUjD4dN3vnhmzL2vdX/OIQ2N06Si7Vl4S0gZgaQ2bsq6W87AHBNd00CIuP6Iug/lHWqJQ+TEo6ShL4tZ3NDIWyAN06XoEofomoZ+yaS1MegiC5OGZrYgI5xTarSj1zR4Mchvj1jTIANpOHzafmbp8egXH0wtDdzbvpctTyNG1zVxkwZl6W+KzR0IHZ9z8LjRD77tHvBjitiJR0hDdwuceoeWPoyu9hggDX3v7q9V3FMaGI1YvjRMH2SkHfiG7kaUHaSBbY/smiUulkEakCZxiAlGGjZVQacPQ+012vSYrVFp6A09dR6zHQW0s+mCpOAAYbTuYoHBM5FLZu9q9KYlSwNd0en8q7kOwV4+pOEQqb6wBwAuS+PMLHBLF31puKpOLc9of/3JOUr+nmIh0pAjyATO6QUQbyGU0A65MrmlEt5nFc4Kq/GjJMcJpGGp0tCQCflIuxm2Se/lw3ZuYFGaNKCl+dLAFmPvPeDUiusgx9bdiy7smZiyuMsee9PY6EplwB9t4Kro3cfwJYzCrFIatn18j2cDffe/uT7x7n03eNCuY+ALiQwzLEIamnxBhjsnUyPT/pwcaWB+Q5E+0wq2R/sg7hMtru4rwEAalisNAOyPWac0hNLYn3DYMSls0QqrlII8dAgOD6QhV4I0ABVAGmi6OU/42QZIgzKmmLoDHJAGSANYNZAGN7krFSANALhAGiANYNVAGnIlhS1aYZWANiANkAawaiANkIYehVUC2oA0QBrAqoE0QBp6FFYJaAPSoFEaHnJ4H/kAAJYN29Izkvt+AABCiC1X8rvJ3BGsF2PMf/z0B0jzJ4UtWmGVgDaMMb/5m+8jzZ8CzRPSAOYD0gBp6FFYJaANSAOkAawaSAOkoUdhlYA2IA2QBrBqIA2Qhh6FVQLagDRAGsCqgTRAGnoUVgloA9IAaQCrBtIAaehRWCWgDUgDpAGsGkgDpKFHYZWANiANkAawaiANkIYehVUC2oA0QBrAqoE0QBp6FFYJaAPSAGkAqwbSAGnoUVgloA1Iw6KlYVMV/e9LDv8v+U1VGFPW/p5kW3c43ezkCpm0Bvz/yb4u3czt3xakeG8HclWznInkendAuG3kFvs14E6Un5VLw89/3xhz+93r2J7XXzozxvz+n/C533vaGKacD1+7bf3DP/3zRUpD/iAzYDcqtx05zS25PLADBtIwSbr3jh0tnnplCmmoS7t5bKqia0Wp7bkujSnLkmtjQxNMkYaiYIJFm1cUBenK7bbensbaQnfIcab2RH1WXZITSreNDZnBDBWsVxpaD+A6e04sjBGl4Y13P2XOPnWblPPz32dEYWnSoCLIcHVxW6ndSNti1ba35QNpmCI9eO7W2XP3tn9+9QljzPDnwaRB7ooS23PdtuTaa9Bde0zp7Np9KukVo6iqMtCVbzcFd5j9TIE6dNnybYM0LCX9yWUrAd97OiwNH77W2sAb736Kl4YPX7ttPvWlD0k5sWKXIQ06ggxfeLi96W1wiwfSMH26985tZrDhMNLAdm5p7blvx2InmS4NNVOIFS6CPbVzHVFpmOFM7ssVl8vfNkjDIlNC7/4fP/1BO5zASMP1l87aw91yfv77xnzqSx8Gy1yKNMwbZMgp+3y+3XNlQhqmBdIwfXrlHjdDsf/0RD+8F5lc57dZ7h9sfInSQAvht7Nnsk9DFgKwLxbznMmbNI3eNkjDItNe0vDGu58yZ6+94ZXT7vz0pfWEXX5vgdKQJchY2jDkSvsx7Sps/WBfIA1Tp/efMsbceufbdPsBpKFp7L7PXzLoMTQkt70JDXqUNPgzjm2J47pyb/uw+3xnGjbRcBm8bZCGRaY9pOHD124PqxZ8abCKbVdEEm9YhDQ0TYYgs9WG2spLlgZ5cAQcBkjDlK7QwhjD4aShZduCt00l/hJA9+AbND9y6MYPax/rP63ydu/KSfuf70wW23ApBC73JJCGRaadpeH6S2e2BzAjDbZh/Mml6cYkFicNLTMFGedkcmnCoe7CJTAFkIbJ01efMMaY23/wYEJpaIQxPZLtrDwOvSMwx4ROa/epRbVxlj2NW2lAsPef70x+jjVCKt82SMMi087SsP3M0uNTX/pQkAYyULEwaWjmDDLd4IbzFVNsTQO+m5gFSMMM6cFzt/zxhkmkwXsR57JlQ48vhg6ddltKUZbiqCTTNYd6cj8IzXIml76k2G2DNCwy7bkQUiiHfm95/aWzpY80NPMFme2O0kgjWxqWP84FpGGp0rCpCqnFRNozv06I2TpeGrzfWIp05eTVoC7pkfLo/2RnkrKitw3SsMjESQP37cM4aXAtoV3isLwfd8oTZGibsidE3HcId8GT3jZ2XEAaJkj33rlt7n21+/Pbf3BmppmecD4AiKzIE5YR0tLEYXhpmpCey3ud97ryULHkzE4tZz4TzdrltsWGIFSwVmn4k0vjsXWCN9791CAN7q86tnAjE7582PMX3OeXRr00NBmCDDeA4Iw2MG3Wa+1MiweHwkAapkjtOoaeaX4REoADsFZpiPgEmUqYIils0QqrBLQBaciVIA1ABZAGmr73dPjnnyENYM1AGiANYNVAGtz0xrufYn6ICdIAQAukAdIAVg2kIVdS2KIVVgloA9IAaQCrBtIAaehRWCWgDUgDpAGsGkgDpKFHYZWANiANGqXhIQfzUREAYMmwLT0jue8HACCE2HIlv5vMHcF6Mcb89sd/gzR/UtiiFVYJaMMY85vv/SXS/CnQPCENYD4gDZCGHoVVAtqANEAawKqBNEAaehRWCWgD0gBpAKsG0gBp6FFYJaANSAOkAawaSAOkoUdhlYA2IA2QBrBqIA2Qhh6FVQLagDRAGsCqgTRAGnoUVgloA9IAaQCrBtIAaehRWCWgDUgDpAGsGkgDpKFHYZWANiANkAawaiANkIYeTVWqS2NMWUf321SFMUW1maFKoGkgDQuXhk1V9L8vOTSbTVV4rY3b1h0uNMw2l2TWZXs29piuOn1mt/eAUBxzFTSLhAW57vaBTraUwd9F9yhve106G/0rFQvkTyxeydThENIQTb965bb1L/rUB0PWt9/9pJXze1/ttn/1knsWzl759uKkIdIMJwTSoBQDaZgwfeWeMeYTX3gwjTS4jWpTFV3DSZWGujSmLEuuZQ6hgjmmKPhW2uc50mDv6HXAdAdamqsQ5ECm7iSA1GWXL2aId3EosCjLwqulWHNWzxjcGtEIOfgEpCFv+uD3bFH49rufNOaTz/2qk4nBA954yteCIb3xlDG33/2Bs3Ex0kDeR1KebnC8QBomSg8+f2sb9KeSBrlzSpSGuu1ya7HnlUSjqCqux6xLY8qqCklDQ3v/ZGkg3apUd7E8KSPSxW+qorsTzHXsIw3e8faG7loDt+dgQBqC6dvvftIeQmhHHezBBnFPmtWpxpKlIdhiwTqANEySXn7CGHPv5b98/zMTS0Nyt+Vv6zvcUd3fdmc/y+peg9Lg1ntHaRDrLg5pShnhsc1eFvjbl3LXyIm7w/gbKNxtvnIHAtIQTu5Iw9988HtM9//bH//NgBma+AAAIABJREFUdkqClYY3njLGXL5Btx+DNAhTe5bUWwOWwvCZMEvnNAivQGG4MrRfE5wOBalAGiZNU0qDvL4gSRqsl/Qxb+FSp8dvZ0u2dyGNmFaQRqft34G6dwGIPyuXEVilYQ0wsPcvTbUsbRgOEsZgUoczDgikIZa2CxQu32hXMLDDDK1b0AmIsGcsUBpC44TeUJlxGs/QxhxR31SFMzvo5jjSYNzy2Wqk7oeFELsDaViwNDRNwyq1Y+58n5zQt0feff0p+eFlIl0avO1CRLLnUqOnsK6fmXfhMvgXE78GjCXxl8EUX9Y0uEEaFpOGBY9kwOCD3+tbF28Mv/3Bc2fCWofFSAP/Zu7N2VkbOOMf23g8aZDaZqhdWX+79U1degQ8IA0Ll4aWbW8ovRV729IacWTAfPhPa8c9pIGZueCiVXIA2hYgrvL0Mty7GAl849Y0kBcgSMNyUvvpxLbXf+MpY4TpCSGLzG4sUhqcJumu3RVeTEZJA33JmUgaMNJwICANRyENjdMKotIgDEWkTHNwy/VshR+5poEQeRcfUfehvF2XOPAxMb6EU7z7TjWxpmEZyR8nEBYodHrhjjfIwwxLlAZ/YZH0cKZLg9sSpxxpIC0axrArkIajkgbubd/LFrun1M80yUt/KY/iS3MHQoMNholwnXhrCI5ChJdxxKo+Qhq645x6sosxaIGQhtzpB8+dEUXwt8jSwGjEsqUhFmbiR5FskjOlNFgrocA+QBqWKg3OAiL3++mINPB9LLM1/u7bvUGnLpZoXd/OtnLdwU++w4zUXSxQypDuIq82dDFmkjTQg5w1oO5YL3thkIas6auXxpl0sKYbvv3uJy17+MFzZ4ZMT8jfUyxWGsTHuXEa024jDdtwMuGahpThSRAB0rBUaWjIcFugibrbpPfyYTs3AxBqlF4X6UgDP7pv7S00Yq7DHFt3WjEug7uL0nBIaPaCn6ChJXmjDeyd4aZGpopwBtKQ4g0D1gKFdh1Dj+sH4WGGpUoDswKaeUTHrGmwimgXC084PREKXSARA2mYIr38hB/07718aGkAYH8gDbmSwhatsEqHwn8JmWMc7xiBNORKkAagAkgDpKFHYZUOBZn9xPcTOwNpgDSAVQNpgDT0KKzSASGzfpia2A1IA6QBrBpIA6ShR2GVgDYgDZAGsGogDZCGHoVVAtqANEAawKqBNEAaehRWCWgD0qBRGh5y+N9jAAAWDdvSM5L7fgAAQogtV/K7ydwRrBdjzG//j79Gmj8pbNEPHz7MXQWgHTwkuQjceUgDmA9IA6ShB/0BiIKHJBeQBqACSAOkoQf9AYiChyQXkAagAkgDpKEH/QGIgockF5AGoAJIA6ShB/0BiIKHJBeQBqACSAOkoQf9AYiChyQXkAagAkgDpKEH/QGIgockF5AGoAJIA6ShB/0BiIKHJBeQBqACSAOkoQf9AYiChyQXkAagAkgDpKEH/QGIgockFweRhk1V9L8vOfyv4TdV4f1/X7lt3eHC/yK2zZ3g/x/b1Zr/n9lv//+1faZ9jfRKhR36OntZ3F1hr9H+v+ja2fwdDxwQPE9dev9uLKF/BOcof8fovyKkISV9YP/TnPzhr7bbX3/3ZNh89kevd/u/esn9M1o7QBrAUsFDkov9paEuSf/YdT+p0lCXxpRlyXUpQxc4lTQUBWMxbV5RFFQarB29Dpj1IS7L6z+FG9DWr+/L67LLl+64eED4PFQaUjK4C+x3dOuX+K8IaYil1989sUVhSL/6o1u9B/zqj275WjCke08ac+vd7zsbIQ1gieAhycXe0iD3lYnSULe9WC12moHeeC/acitp7KOoqjIgDQ3t/ZOlgetjuRsg9djiiSJdvHij95YGbzdrQ+q/IqQhnH71R7eMefKD+J6vXhreLSTtgDSAJYKHJBeHkQa2Y0mThr4PEzsoobsuqg2ZQuDG7Olbr3Werlz/xFb3GpIGt/RdpUG8AX7VmaOl2vgEbnSiNJAT91flX7lkWJCGXdPr754YU7yasKcsDfeeNMZc3qPbIQ1gieAhycUB1jR0o8/sUoWYNFjvvSPerDs9IGPgztD89i9urLzN6cslJ+a3850efaU2nrVwx9p1CtwAcdFF8I5zB4TPkz7SYGmDdU3M4f4mSMNe6dVLY86KJ8+GB4zOMmzT9//wTJie+KDgZQLSAJYIHpJcHOjriWHaOmFBnbQOQOi7JGmgvZlz6LDBzbL6zqFcRyyG/cdJA3M/+JmLujSuaYRugHUT/VkdX0+kA8LnGTE9sb3ztV0epGEeabCnJz4oeG/4oDD8LIYsE5AGsETwkOTioJ9cbjsstkO09nCXBIqjBfwx/Cb7owFqJ7Y12BP6ViH8a/Me0sDMXHDWlHYDhuuTvofwj3EPiJxn1JoGf5QH0jCPNDhd/vf/8Myba2hXQfoTECGZgDSAZYKHJBeH/p0GfgDbzXZ67dBABHOMsCm4Ys8dO2B77L7a9h7j1jRwNyKy3CHxBoTPlbDEIXaeUdLQ+Vno21qsaZhHGuwtoe8m5GEGSANYKHhIcjGJNHiv71y2+PllwhcX3qZwl9RZQ12yaxf6MxdlKY7ip9bWzgt9fDq6yN0/poieZ4Q0bI/zv/8Qlj7Eq7kF0hBM3ocPZFXjvSdFY9j6hLAGAtIAlgkeklzsKw2bqqBrFEJSQOYB+PH++Duq8OUmqYk7Hl9UVel3be4gu5FH7dkvINxs4T6EpjYCW13DGRZCiGeSDojf6GRpsA7yvgCRf6chcA8GIA2R5FiC+4lE0Bi2O8tfXkAawBLBQ5KLA349QfvcsDRIr9ThQfXAcglSEe7N2l8rKX4I2R0T+EVI9gzMfRg5tSHdAPr1hXTH6QHx8/grQmwZcBeRUl9xTYG5+MC/ooOBNMRSOwHR3cNeApyfg+zpByHCwwyQBrBQ8JDkAv/vCaACSEOupLBFoz8AUfCQ5ALSAFQAaYA09KA/AFHwkOQC0gBUAGmANPSgPwBR8JDkAtIAVABpgDT0oD8AUfCQ5ALSAFQAaYA0NE3DLOkEQCb3A7tGIA1ABQbSAGmANICR5H5g10hIGh5y5H5IAAAHhm3pWch9J8DCyP3AAgeMNID5MMb85u/+Cmn+pKpFZ+6CwNLI/cCukYeYngAaMJAGSIMrDbnrApSChyQvkAagAkgDpKFBfwASwEOSF0gDUAGkAdLQoD8ACeAhyQukAagA0gBpaNAfgATwkOQF0gBUAGmANDToD0ACeEjyAmkAKoA0QBoa9AcgATwkeYE0ABVAGiANDfoDkAAekrxAGoAKIA2QhibSH/zyTWOMMW/+MmFrIiMP/uWbO56naZpf/+TZ4dp2LgVAGnIDaQAqgDRAGhrV0rDt9Pc6jw28YVcgDXmBNAAVQBogDc3RSoN7mu1fz/7k1zsUBSANmYE0ABVAGiANzQGkof/Lerd3D7CmCfq9hj2cIYGhW3fmFvr97a0hBaBn2ctzAKQhLweRhk1V9P+IRbWxt5a1vyfZ1h1ONzu5QuY+dLUeamxTl26mfY30SoUdEursHMTsX5diBY8MA2mIpFfuWc/W2ZcvndyvPTnkPfrFB+x29sAjlQZKdwzp/Em2PInASIO/c+rQwbYwjDTsSPAhAZOzvzTUpbH6u01VdH1cqjTUpTFlWXKd5rbnNtNJQ1EwFtPmFUVBpcHa0TMd1ocSKtCdwL2Ptk9AGpD+6v1Tc+9r2/9+8OVbxgx/tmbQ/Xn5zqOWN3ztSWNuvfOdUMmqIu/BpKHrkbvevv27y6Uq0P7d5nbF07O50xN0ssI9NkR3Uowz7AqkIS97S4PcVyZKQ93qQu1ZQ9enju+N02jLraSxj6KqyoA0NHQMZHQ165L4gL2hUwhvp2MF0jAmvXJvGDO4fOdRY05fGXK/88Wz3iHWKg3WPtYWf1kCWyT/nYN7cGREQ4JoCtgFSENeDiMNbLeWJg29LIjdo9BdF9WGTCFwsyT0/d06T1euf2LLY0LS4JYuSgOpQleqv780DANpQHLTd754NkiDLRCeUhyVNPBLEdvuuxtZcP8iR/mKEDcBXhqEaY7wYgcYw2GANOTlAGsaujkEdqlCTBqsAQapfxTf8Z2t7tHDX9Qahpy+XHJifjvvBNYuZE2DfSVWHdyKkctN23ScQBqS0+U7jxpjnnzfEohhqqLfoR17IGsa7AGJxUqDuxaAbEwZabAKsHcncxdUPzhpkJYlMNIAYzgYkIa8HOjriWHxAVkIySGtAxA6SEka7F23Qw8Ns8HNsiRlKNcRi2H/cdLA3A93eMGUNZ2AgDT0QBrSXKGlM4aoNNjpO188M+4yyYVJg7dgofF6+mGwgLzz26sW+DUNvH140kAcQJwV4WsOYzgAkIa8HPSTy60m2K/ewZEGugffQ0rSQAcsJDuxrcFeOWEVYv2nVYc9pIEf4TD8YEioNEgDkpfahZBbLUiXhu2BdLZCVeSN9QfCUoKha+d36PNDX0/wh7JfYz77k1+P+Xoi/M0GGEnsIQHTcujfabDGAKLSIAxFJExzsNIg9q3u2AGrLH217T3GrWngbgQZU3GuDmsaHAykYUx6/9R04w3BNQ0kcUscVEXehP7A64Gdvrd/5R92I3154HcanCx/eYRXpO0NgQ8oIwsgwEggDXmZRBq813cuW+wjE7648DaFP13orKEu2bUL/ZmLshSnS1Jra+e5B3crN1knaRzfEoo5ZiANu0qDN67gfIHppAdfvuVMbSxSGsLgd5OOH0hDXvaVhk1VeO/TASkg8wD8eH/MEMQvN0lN3MmBoqpKv5Mmyw6cHjooDe2lOtnCfXBswK6m+8tN8v2ANCC9cs8eIWiXN3ai4P5sg/07DcxRS/5xpxQgDccPpCEvB/x6gva5YWmQ3tKH7dzsRWC5BKkINyjgr5X0NIB+9BD4RUj2DP59oMV6ow3MreMXaUzwWxV6gDSE03YdQwfp+51ca9SBHMUOP6iKvHv3B5CG42fvhwTsBf7fE0AFkIZcSVWLRn8AouAhyQukAagA0gBpaNAfgATwkOQF0gBUAGmANDToD0ACeEjyAmkAKoA0QBoatz8AIEruB3aNQBqACgykAdIAaQAjyf3ArpGQNDzkyP2QAAAODNvSs5D7TgAA4ojtl1cJyB2YAGPMb/72+0jzJ1UtOnMsBEvjzX/9e6SZk5EjBqQBzIeBNEAaOhRWCWgDxgBpAKsG0gBp6FFYJaANSAOkAawaSAOkoUdhlYA2IA2QBrBqIA2Qhh6FVQLagDRAGsCqgTRAGnoUVgloA9IAaQCrBtIAaehRWCWgDUgDpAGsGkgDpKFHYZWANiANkAawaiANkIYehVUC2oA0QBrAqoE0QBp6FFYJaAPSAGkAqwbSAGnoUVgloA1IA6QBrBpIA6ShR2GVgDYgDYuWhk1V9L8FXlQbe2tZ+3uSbd3hdLOTK2TSGgxnt6lLN3P7twUp3tvBKdfO9eolXAy5cL8G3ImE62B2dMqL3CudQBpi6ZV71r/xvT+2s+69c9vKe/oV58A/fmLIuv0HD5YqDfmDzIDcEHcpDeyEWb40vPbWHavdPvPikPWNx0nH8Njzr8WzrPSz5x/h+pfH3+52ePsZsQQ7y9z53M8OLw11aTeQTVV0rSi1PdelMWVZcq1saJwp0lAUTLBo84qiINJgt/X2NNYWugM9UZ9Vl+SE0sWwgSyYQXHus1sNuxbttSwvYBlIQzC9//QgCu8/7XjDg+dunT13z1YE8me35713bjPesARpUBFkuLqQeDC+NLAri5eGnz3/CFEB989H3nqLOzCQFRWUzkvefsYSiLc+99hw6tfeumOLwosvEZs5iDTInV5ie67bllx7DbprjyndartPJb1iFFVVBqRhuym4QxPLSbiYPaTB2y1c4PIiFqRhRPrTPzgz3ojC31pmsM2y/3s40B2lWII06AgyfOH2htGlgd1ZvDQEOvXDS8M3HjfGvPSNwRK2/93pS+cQL77kDjy8/Yw/2HAYaWC70bT23LdjsTtOl4aaKcQKF0EncK4jLA1yZeSLSZUGcjv7XP7CuDpCGo4/haThlXtD1iv37FEHfstipGHeILNXQ4Q0zMCRSYP7Tn9gaXDHD/wShi1kpMFVmUNJwzAgF5nG57dZ7h/sBROlgRbCb2fPZJ+GLDnwgonhaxq4mPSRBitaDXnM4VKJYa1RC6RhRHImHZz0/tPGmFvv/OngFszqB9c2FiANWYLMHg0R0jADRyUNbz9jnI6cLFwILHegPTqX3KEFa1yB2+Gtzz1m2sq8+NJUaxqaprF7WSLnHOS92pmOl5YVpUqDP+PYljhOGrztzLCBF8SCFzNmemIbrWo67pkSmOR3MuVAGpITszShXeVgjGUMxyUNTZMhyOzcECENM3AM0mAtOZQHD9penOm8g1n0LIMlRKTh79/cDnuItTqQNLRsW/C2TcZfAugefIPm38Xd+GHtY/2nVd7u0iB3xNsgJoQT9yTj1jR0VyjeKeFAd2XGooA0JCZnLMFP7bcSrVIcmTS0zBRknJONbYiQhhk4BmkYUjt+IHT/P3v+EckqAlm2ENjLFMLS0HpM+9/bTzAmmJ5wYMf0SLaz8jj0jsAcEzotWY3kLHsat6aBkLLEIXIx46She6dyPtOITaUu9buJFkhDsjHwExN9evDcrc4qjmVNA2G+ILNTQ4Q0zMJxSUO4+99jiQMZZuAP6bfY6yXFWk0iDd4rP5ctvyrHF0OHTrstpShLcVRSauaCMwQq0JcUu5gx0rA9zqkSO09Lx2CXHKcgDdH04LlbUWNwpcEbV+AWQyxUGmYIMrs0RLk0cFhWJA3M2EBC1r/+/Zv8N5Pe1xODWITWSB5MGjZVIXVdkfbML9hjto6XBu/XnCLSQN7R65IeaX9WwWZFLyZdGuhB9jis+/7U12TxxtBAGnY3hnvv3La2tx9WdCse3KOW+jsNeYLMDg0xUBo4NEuXhtfeumP13M7qhBdf8hZFdvMLgaw3/Q8mBRFpf1SK+52GthqDZJCPKQ4jDQ351CCy9k9YsEhLEwf8pfl6ei6vLXvSECqWnNmppZtnrckeezF81OMGEJyXHKZS7M9LLm1lA6QhmJyfg+zoVjbYv/lo6JKF1hvYrKVIQ5MhyOzSEEeFLLAnZuHSEPoOgvyeozdfwGd5yxfYn2ayvUEsZGC6rycA2A8DaciUFLZohVUC2li+NExiITv8WOTYBGkAKoA0QBp6FFYJaAPSQNPbz6T9bAOkARwFkAZIQ4/CKgFtQBrc9NbnHgutiIQ0gGMD0gBp6FFYJaANSEOuBGkAKoA0QBp6FFYJaAPSoFEaHnJ4q4MBAMuGbekZyX0/AAAhxJYr+d1k7gjWizHmN9/7S6T5k8IWrbBKQBvGmP/3f/4Qaf4UaJ6QBjAfkAZIQ4/CKgFtQBogDWDVQBogDT0KqwS0AWmANIBVA2mANPQorBLQBqQB0gBWDaQB0tCjsEpAG5AGSANYNZAGSEOPwioBbUAaIA1g1UAaIA09CqsEtAFpgDSAVQNpgDT0KKwS0AakAdIAVg2kAdLQo7BKQBuQBkgDWDWQBkhDj8IqAW1AGhYtDZuq6H9fsqg29tay9vck27rD6WYnl2TWZXs29piuOn1mt/eAUBxzFTL2Qe7+TnHCZQEXSMMe6VvvfMJ64j7zFSnr7PPfWqw05AkyXiCgG+22PhzvR5wuk+aQE/DFsYUyR3JhyzkqJa41odA2ZCcWNR3mqKXh3//hxPp3O/8XJ/fym1beZ//hKqEEY4z55j91uf90TrK8Qi6/aYw5vfvv00hDXdrP96YquqcptT3XpTFlWXINenh4ufZcFOIjXRQFkQa/oVtbpAYn41z1prJrUpdUV+ANcQykYdf04PO3Bht4+QljyYGd9eDztwznDYEQkAtFQSYkDW67txu+HFDcHEdW5OKYQOJpDn9KuxDWjPgaCqHNVjdIw4Tp3+5+duiw3f773+5+1u7j/+ncsQEqDcQ2bGk4+cd/i/nKVNLAar2Yw2yr25Zcew26e16lGFBUldSqy6oKSUNDZXmsNHhVEu9CYkMFkIYDpW+98wky2NCnr9wzxnziCw8WJw05g0xAGlLVIJRj/R0+yL9+d2tKDEvYJxjaujOOf8magGOWhkD3T/v7y28Kgw07SkNnIf/y9YmlgX2A0tpz347FBzHQnv2sTVX4GVzRTr2lc5OL60v19w+WAGmIA2k4UPrKPXOc0pAryDTiRr4vFw9lc4g0sMUFZx7igxs99m3cK7RBGmZN//J1a4aCjDT8293PHnqkYTjpZNMT4vqCpPZsuX+w3xXaM83jt7MlewY9QEcB22OHA5gaSe9CclwBDpCGg6T3P2OMufXON7ncb37hbKnTE1mDjLyxG6yPrnyQctwBT6E4eZwlbdjDLsYqZ4/QBmmYMf3TOVlzsJ0+OL37716WJw3CqgWypuHrl3NLQ9PYvS6dr2Mgz21sgC3Ynr3lBNyzH5UGbzu9jKKqrd2TpUF+QwIESMPertAiGMN2nyfe97YvQhqaJmOQCW60ahBYCCktyubDkntM2oBGeKyTVnDI2iW0QRpmcoUWRgv6XKFf5/fn5KAdq/DLmV4aWrbPpz0AFnwJkMYJmFLl9jz8p7XjHtIgL/4R6x2oZP62tRAgDYdJLz9hDDMH0a6CvPcyc8hipKElS5CJbGx6GYgMaDDTG4FVDNacirxgKnmkgfuAZMfQBmmYM7XfSvSzCe2f7bzD1T+eGiNMT5DkzHG46d//4cSfrZhLGhphzItkOytzQ+8IzDFbuJnF7XIG5pjomgYC2b97OXBHFSMTf/huYhyQhkOlB5+/RcYbpO8mFikNTZYgE944ZG3LGDU9IQSJPk8MVWPXNPjn2ym0QRrmTtY6Bq/vv/rH06TxhrFLHOaWBu5t38uWX87ji6GZmcWy9DcFpCHkDP7BpqydA9hZUzoiCmMYA6RhKmlwP8I8GmmYPshwMUIenxzxIQQdxeTLI0Oo7OeUI7+eYA4ZG9rSzzU165UGty8P9O6JEsD6xITSsKkKqbOMtOeUz4jEctyn1htki0gDGQWoS29cwVklYccne1TUfZshy5lgDOOANOyavvXOJ6x5h29+4cyenogZwyKkIVOQ8ecPvNgg5aV/PTHEjlAYogutmJFMaVzEGzJllkqkhrbguebmiKXh3//hxFp/0M5BbEcC2uWNw3yE+zHF0NP/293PWh7gHnX5TXtcQVhNOc/XE2ScK9KepYG5YTs3sCg1SloaM1jAFWPvzQ1dcgMIjpIzo53eyZgTAg9Iw+6pXcfQM3xv6f5SZAdZ2aBfGpo8QWYoLC1whIOAtNqBzrVwxTEna3+/js50eJdBD5ImRpJCGxvbsr0dmeOVBvKbj2QYQP4swpmq+Jev23s5sw+kBGdJhPdjkXQH/L8ngBIMpCFTUtiiFVZJJase1DxqadhdNaQvMA+YIA1ABZAGSEOPwiqpJbTK4qiBNND0T+fiUkdIAzg+IA2Qhh6FVQLagDS46eofT5O+vYQ0gCMB0gBp6FFYJaANSEOuBGkAKoA0QBp6FFYJaAPSAGkAqwbSAGnoUVgloA1Ig0ZpeMjhf48BAFg0bEvPSO77AQAIIbZcye8mc0ewXgxGGjDS0KGwSkAbxpjm4x8izZ8CzRPSAOYD0gBp6FFYJaANSAOkAawaSAOkoUdhlYA2IA2QBrBqIA2Qhh6FVQLagDRAGsCqgTRAGnoUVgloA9IAaQCrBtIAaehRWCWgDUgDpAGsGkgDpKFHYZWANiANkAawaiANkIYehVUC2oA0QBrAqoE0QBp6FFYJaAPSAGkAqwbSAGnoUVgloA1Iw6KlYVMV/e9LFtXG3kr+R+/s//x9e7jw/4Rvc0lmXbZnY4/pqtNndnsPCMUxVzEa+2a453HOIlztaoE0TJVefmJ46j7zlcVKw/xBRjpnR9ueve116Wz0g49d4KhA5oQWrlL+DkO5tB78oUw97APt7PDNYbALYg6oy9SCWsxapWFzfTLcyNO7m/D+9+8WxpiLS3f7VXVq/WNcX6VlHUwa6tJ+mDZV0f27p7bnujSmLEvugR0eM+aYoijEh68oCiIN9o5ea6c77Mymsuvk3Jq6pBYDb7AwkIYJ0oPP3zLm1jvfbP/8yj3DeEMgBORCRZARzzmcpSjLwgscYjCR6pUcyGgBXkfP6hJbLdpDC/fHjWdWDIvcHP707oVYRwz+AWmIpft3i14UWiGQvaG+6B5tVxo21ye9DbQKYv8pZR1OGuTnNLE91+2TWosPrNjWqoprnnVpTFlVIWloaKM5lDR45UgFC282KwbSMEGiluA6xHKkIUeQCXXA2+ztcUxoGScNqYGMKcANJOnS4L/RsPcnGL9GhC9vf3tDV5ORUXil0sBowUl1n8naXJ8Yc1Ldv6pO/ZEGO12WonnwWYeRhuQ24m/rn9Md2prQ1L0Mrmin3sG24Y+FCpuZmkqNC9JAgTRMJA1nn//WsOWbXzgz5t7Li5SGmYOMfM4ut6g20smmCWRsNLE7/12lQbw/7oACuRTmIqXI6N8T4UUO0nAwaeiSQmmQp+WS2rPltmOsttuX5vHb2ZI91x2gI4DtsfYB/Ob0hiA1xvUCaYA09OgJMsI0ojXAwJ5trDSkBTLeCazzkTUNoUFPu3sP3J+uRHYcRPwHoZFRGiLxh4MgDaPSVXUaXdYQk4b7dwth7YKUdQBp6P696YPqr8rx+uSEvj3c1phFBMxTGpUGbzu9jKKquflEsjlVGsIvMesE0jBFev8zxpgn3u/+fPD5W2aZ0tA08wcZ6ZykEKm/99g7kEWlgak6f+H2SGf0/lj3mFn14d0cJjJCGqZJN+fGmPImQSxkaagvjDHn9ZisA0mD9SC42ht8CUhrbsG2Zv+nteMe0iAv0+GuxdmcJg1jVwmvA0jDNOlb73xi6EnPPvPEQkcaBuYLMtI52Zf2YBSQzzEqkI2TBmY0UwlKAAAVPElEQVTZgsV459kW4J2f3JyGiYyQhgkS/1nEOGlolzqy2hHIOqg0NE6HG23PwltCygik/Xx1TcNekzRyTQOB7N81N67z9197wmsa8N2EAKRhjvTNL5wtcSEkYaYgI52TdL+0F95VGuKBLLqmIXTC0BBL/P6Ez0WCqR8ZsaZhEmOIfm8ZlAbp44hw1lTSwL3te9nyNGJ0XRM7PljKQ4bSkJvwhPoHm7KmB7Cb2RlBOpYKY+CANMyQ3v+MMZ/4wgN340KlYfogI+wQiyY7S0M0kKVeDFv4uGFcvsikFSFcZORfnkL3Is6KpSGwdDFZGm7ORS0IZB1EGjZVQacPQ+2VrBrkx9riA1nk+fInCsLS4M/2URtwmpodn6yhRGazfDCMIQKkYerEfm+5CGnIEWSkc/JvGzQ27CYNsUBGCyDLrwK3SapW5P5IkTFwJiEyurXhbyKkYW9jqC/8LE4a9jCGA0hD95h4g3Sx9izp7LCdGziTbJ6WxgwWsEOJ1t7c0BwptnvWhc3+yZg5jlA91gykYYr0/mesp80bY1iKNDT5ggzdKI1QhmYvxNftZmQg8yvLjREI0YXrksfeH7L0wT9TKDI6RflTtsEL4zCrlAbn5yB7tk7gfEzB7dl+nOn85uNwy2/CWQeVBgD2x0AaMiWFLVphlYA21ikNwXRZxgYJDpIgDUAFkAZIQ4/CKgFtQBpoujmXPp6ENIAjBNIAaehRWCWgDUiDm66q0+hvNkAawBEBaYA09CisEtAGpCFXgjQAFUAaIA09CqsEtAFpgDSAVQNpgDT0KKwS0AakQaM0PORgPsgAACwZtqVnJPf9AACEEFuu6HcAHBpjzH/8n3+LNH9S2KIVVglow2CkQeFIg/hPBcChgTRAGnoUVgloA9IAaQCrBtIAaehRWCWgDUgDpAGsGkgDpKFHYZWANiANkAawaiANkIYehVUC2oA0QBrAqoE0QBp6FFYJaAPSAGkAqwbSAGnoUVgloA1IA6QBrBpIA6ShR2GVgDYgDZAGsGogDZCGHoVVAtqANEAadqAujTFlHd1vUxXGFNVmhiqBHYE0QBp6FFYJaAPSsGBpqEv3Fybn650hDccDpCEp/bfnzowxz/4xl/vHl8aYTz73ob3xzafJ77+evfqny5SGTVUwIWZTFV4I4LZ1hwvRos21M5nY4u/k7GdX0NBzsXUK4ZTmH8jWZV2sXBrqC2PMSXU/tM/m+sR6Hs/rpNyr6tTafHE5mTSQVrzupxnsAKQhmn7+bNeSPWn48NXb2yxGGm6/+99CxS5BGtwufFMVXcBJlYa6NKYsSy4yDS89Tp5vDdsdnW3Wuchp69K2m3HS4L7l0JoIFV4b65WG+3c7oQxJQ33hqcDp3Q2f65hEcX21/fPm3Bgz/DmZNPh/AxAH0hBOH75625jb7/63P333k540vPm0Mebyzb/9+bNHKg1yl5soDXWrC7VnDV33LBxD++qicHezD6NFOH+PkgYvglobAhVeGWuVhsuyHQC4OQ9Kw1V16owTbK5PBkuIHCsWMpc08MOKdjO2rHnY2Wk0wlid03C8AsnJuj9D+zX+ZAv8Zx4gDWmJk4YuHbc0sA0xTRp6WRBfaKTRCXcItagqf1hV8oKoNJCr6nfx92WOhjSsVRq6FOv4yVhCfTGMNNj/HUydoEwsDe6onJ9n993G9efBCJzmtKkKZ2TSzXGkwbjls9VI3Q8LIWYF0jCZNFhwBy5AGgaXZ5cqxKTBGmCQrIHtg2k4KKqNHy/c0OT+JWU6Z21Ls3Zg6uhvgjRAGmKjBZfb+bSbdpmCO1VxcW6/Hpc3knYwpziQNPBv5l1Da5gN3HgEHQuMvRJ40iANeEj/Tf5264tmOSeQhkmkwU7tIkpvh0VIQ9M07OCgt/owMh4pBRZ58eTQp7f/ZRXArebiaiCVP5yiDkUydhOiE6QhYYphWNVoaUG7cTi2XRHZ71Bf9M8wX/6BRxr8cQapOY+SBqE9HloaMNKQD0jD5NIwLIxYpjS0bGOBPUQZHGlIex0JjAT08xrWYAU31+G9zohzFdz1kCWUkIYokIawNLQqsF3GeHNuTD8l4a9UuCy5BY/uUZNJg7t8KLQkMl0avJXT00oDO2YCpgbSMIM0sEscFiYNjTSq72Y7iwlCAxHMMf5mex6i20bHURlXSRm27GJOaF+saWCANISk4f7dgnjAzXk3nMBLA/t15eb6xD/LwaUh8BFS4lEkm+RMKQ3+4mowF5CGGaThw1dvG/P0z92NC5UGOcSEPmloGv7nXYLTB2XFzFtWFTP3Kg5pSOVv6+J/Y+npCHmFgTRAGqLS4KxUsLbQ7y19w5hZGpxHnLRPa03jbiMN2/eGCdc0hF9IwFRAGiaQhj++tMcV3nzaLPPHnZyl0O7Qf0Qa+J9/k364iWvtXUzwIpw3FMmuvwzV09nDEQNmljdxaGRFQBr87tz6LOKyNPIPMziWYC+TvKpOLdVofxBi+umJhv1pEr8THrOmwSqirK3hgCmmJ2jWuhvmfEAawmn4+aaBTgi8n300xly+yRzVblycNDQkigTihrtNasDDdm72gvsGm/GDuHdQJ3BoIxmVITZscsIiV3gtmJVKwyWzUnA7s0B+wYns6f6UU7teocXWAnu7mewXIY8GfwlGaFEGOCgG0pApKWzRCqsEtLFWaYj4BDvLcNgEaRhwBwXx/cSsQBogDT0KqwS0AWmg6eac/WVoSMO0kI9EMTUxG5AGSEOPwioBbUAa3OQuR4A0gKMH0gBp6FFYJaANSEOuBGkAKoA0QBp6FFYJaAPSAGkAqwbSAGnoUVgloA1Ig0ZpeMjhf+4BAFg0bEvPSO77AQAIIbZcViUePnw4mTuC9YLnKhcK77zBSAOIYYz5X//X/4Y0fwo0T0gDmA88V7lQeOchDSAKpAHSAFYNnqtcKLzzkAYQBdIAaQCrBs9VLhTeeUgDiAJpgDSAVYPnKhcK7zykAUSBNEAawKrBc5ULhXce0gCiQBogDWDV4LnKhcI7D2kAUSANkAawavBc5ULhnYc0gCiQBkgDWDV4rnKh8M5DGkAUSAOkAawaPFe5UHjnIQ0gCqQB0gBWDZ6rXCi881xU2lRF/yO2RbWxt5L/gz23rTtc+J/dt7kksy7bs7HHdNXpM7u9B4TimKugWUNOpO72gU62mCFcBnNW+cTkBvtXLhYo1JDZsS5jBaxcGn7xgjHm0fd+Gtvzp8+fGWNe+Lq7/bvvfXq4/Wd/9l3mwOvPGsOfgmue3T8Ku1VhiAFHAJ6rXCi8815Uqku779pURdedpEpDXRpTliXXgw69F3NMURRin1YUBZEGe8e2WGsL3YGW5ioEOZCp+6YqyFHbfDGDvXLuroZPzFtZMCN4ZlJfS2QgDQEPEHp0TyyM8aThoz97tBeFj/7sUc4bvvvep83Zpx+FNAC94LnKhcI7T6OS3BklSkPd9ny12PNKolFUFdfX16UxZVWFpKGhvX+yNJA+Vaq7WF7gRA6xLj580/aQBm83e0N37dGrWKs0fP31VgKuPxuWho/+rO3yv/vep/2RBq/ATz//ETn2089/JJwC0gBUgOcqFwrvPCsNbA+SJg19vyf2RLI0MD6xqQo/gyvaqfeO0iDW3R0nIKWlvO/LdzV84mRpIBXpy/HvhGBckIZAiklDl8ZLw0+fP2tLhjQAzeC5yoXCO+9HJWl9QZI0WO/KUlcUkAYvj9/Oluy9QvMrDcixdm8eqHs3jM+fNTa6b1dJUo/QiZNGGixtGAphDhcGhyANM0jDT58/c6Ynvvvep7s/IQ1AM3iucqHwzvNRaeh1yUJIjqEHSujbw9JAXsn73nSkNHjbhZkLe1Fm9BTW9TPdsKwE7lX6KwiCJx4zPbHVBrsESIMmafjFC8aYz/6i+/OjP3t0+BPSADSD5yoXCu98ICp1veG2P4mPNEjjBEypkjQIr8l7SAMzc2Hh+kO07kMB4irPsiYnET4ukfp198Tj1jRszxs8HNKQRxraVZCvX3dbfvr8mf0npAFoBs9VLhTe+ZA0NE6HG5UGYSgiZZrD7ra6cfbtcgbmmOiaBgItXRr+iNd9KO9QSxwiJx4lDX1ZzOKGRt4CaZhcGpjvJrafWXq4yyQhDUAFeK5yofDOp0gD97bvZYsykPqZJnnpL/1NsbkDoeNzDh43+sEbwAE/poideIQ0dLfA/8ZSWPqQXm1Iw17ScP1ZagzJp4A0ABXgucqFwjtPotKmKugahVD/ZW3j+1hma1Qa/F9zikhDOypvZ5OfXiC/zMB+1hmou1hg8Ezkktm7Gr1pydJAV3Q6/2quQ7CXD2kY2aP/4gU6KsBLQ4oxQBqAcvBc5ULhnfejkjMhH1mTN2yT3suH7dxAvDRpQEvzpYEtxt7bH+pnz8SdLVZ3WjH+TExZ3GWPvWmswlEZ8EcbuCp691G6hLVKw9df92/Q1gm++96nB2loZx9cWgNwfg6yZ1jKAGkAiwDPVS4U3vlAVAKgZa3SEPGJ+PjB3gnSAFSA5yoXCu88pAFEgTTQdP1Z++NJSAM4cvBc5ULhnYc0gCiQBjd9971Pc1MMkAZwrOC5yoXCOw9pAFEgDbkSpAGoAM9VLhTeeUgDiAJpgDSAVYPnKhcK7zykAUSBNGiUhocAADA7zAdhAAA1iC2XVYmH+t5LwBGA5yoXCu+8wUgDiGGM+e27/xVp/hRonpAGMB94rnKh8M5DGkAUSAOkAawaPFe5UHjnIQ0gCqQB0gBWDZ6rXCi885AGEAXSAGkAqwbPVS4U3nlIA4gCaYA0gFWD5yoXCu88pAFEgTRAGsCqwXOVC4V3HtIAokAaIA1g1eC5yoXCOw9pAFEgDZAGsGrwXOVC4Z2HNIAokAZIA1g1eK5yofDOQxpAFEgDpAGsGjxXuVB457motKmK/kdsi2pjby1rf0+yrTucbnZyvcw9z9nUpXuks9mC3yN8nHAlgSvgDuFPtAggDYnpVy/fNsYY89QHw8by3d8Znouzl8vfJmVBGoAm8FzlQuGd96JSXdp93qYqun4utQOvS2PKsuQ6zqErdvP2PuemKkxRloXXKddloKMeunmyS10OJ2jrHPOGTVVYpbjXEzjRQoA0pKVXL405+53btjT86uXbvQ20SmH/KWVBGoAu8FzlQuGdp1GJf4+XcphtdasLtWcNXb/qH7P3OTdV0ZXsd/9SR9317EGvaMShEa8spwx7Q+qJ9AJpSEkf/K4xv/vqr16+7Y40UKswv/OHv0rOgjQAFeC5yoXCO89KA9u1pXXgvSyIXaQgDXucs5cFvjqRjnqMNJAhhO7QNA+CNBxzev2p1hUgDeAIwXOVC4V33o9K3RwCu1Qh1oFbAwxSHyn1pzuf0xpgYOsTWZ0Q68tdUbD+Gg5kikjbtBAgDbH06qUxl6//19+GpeGv//BMWLsgZUEagArwXOVC4Z3no9LQ15JFiRxDT+z22UInKU1G7HhO9zTyTEdXGLvmUe7L/VGQrTbQCQhIw3rTB787DBIEpOGD3zVjsyANQAV4rnKh8M4HolLXZUtv8d42ugffS4b69fHnpCcJls7Og4T68uCnFcN2SMOa0+tPGXP73b/e/ilJQ7vUsR2NSM+CNAAV4LnKhcI7H5KGxulmox24MCyQMuWw8zn9bypJf+7C9dtiXy59N9Ffp2hLWNOwotR9Zunxu6+SfdiJiUAWpAFoAc9VLhTe+RRpaDu/WAcurlVI+p2F3c7JdcTyskr+1IHxEK6aXfHOpdEyRg9p6AbSMNIh3JGG158StSCQBWkAesBzlQuFd55EpU1V0DUKISmwtnF+wG5lFzLudk7eD4atdWnnCr+uJHkHKzb2Ge1rc8uW7wWk4dgTlYY9jAHSALSA5yoXCu+8H5WcAf/IaoFhG99P2tu52QvnpwxGn1MaUxi2k3N6X2NSLP/hqkpP6I02MJcQOtFSgDTsKg3Obz72XL4ezoI0AGXgucqFwjsfiEoAtEAaciVIA1ABnqtcKLzzkAYQBdIAaQCrBs9VLhTeeUgDiAJpgDSAVYPnKhcK7zykAUSBNEAawKrBc5ULhXce0gCiQBogDWDV4LnKhcI7D2kAUSANGqXhIQAAzA7z1RcAQA1iy2VV4qG+9xJwBOC5yoXCO28w0gBiGGN+872/RJo/BZonpAHMB56rXCi885AGEAXSAGkAqwbPVS4U3nlIA4gCaYA0gFWD5yoXCu88pAFEgTRAGsCqwXOVC4V3HtIAokAaIA1g1eC5yoXCOw9pAFEgDZAGsGrwXOVC4Z2HNIAokAZIA1g1eK5yofDOQxpAFEgDpAGsGjxXuVB45yENIAqkAdIAVg2eq1wovPOapKEujTFlHd1vUxXGFNVmhiqBpoE0QBrAysFzlQuFd96PSnXp/oztfL0zpEEpkAZIA1g1eK5yofDO89Iw9MibqkjrycHxAmmANIBVg+cqFwrvfEwa/L/B6oA0QBrAqsFzlQuFd360NLRDD97MRV0aU9bW3EZZOzs72mGXYY1ibKpi+NMrkJys+zO0X+NPtsB/dgDSAGkAqwbPVS4U3vmYNNSl3dH6eXbfPezZW0GrAM4ihE1VDKLg5TjSYNzy2Wqk7oeFELsDaYA0gFWD5yoXCu98dCEkGWTwRgy2G7jxCGslhDjHYe/oSYM04CH9N/nbrS+tEkgG0gBpAKsGz1UuFN758EiDP87g0/bDo6TBmZ4wk0kDRhoOBJGGB5+/NfzbfeILD3L3rEecIA1ABXiucqHwzidNT2w78tCSyHRpcD+snHKkgVgOjGFXMNIAaQCrBs9VLhTe+Zg02D15aIA/WRpIzpTSsF0jCfYF0gBpAKsGz1UuFN75qDQ44/rk55esNY27jTRs5ykmXNPATaWAkUAaIA1g1eC5yoXCOx+XBrIawBnyHzrhMWsarCLK2hoOmGJ6gmbBG3YA0gBpAKsGz1UuFN75QFRaOv4SDPxO1W5AGiANYNXgucqFwjt/5NLgjX7AGXYA0gBpAKsGz1UuFN75I5aGxvtIFFMTuwFpgDSAVYPnKhcK7/xxSwM4CJAGSANYNXiucqHwzkMaQBRIA6QBrBo8V7lQeOchDSAKpEGjNDwEAIDZ4X4YGgCgBbHlsirxUN97CTgC8FzlQuGdV1gloA08JLkI3HlIA5gPPFe5UHjnFVYJaAMPSS4gDUAFeK5yofDOK6wS0AYeklxAGoAK8FzlQuGdV1gloA08JLmANAAV4LnKhcI7r7BKQBt4SHIBaQAqwHOVC4V3XmGVgDbwkOQicOf/f3y/qQq4vEPRAAAAAElFTkSuQmCC" width="640" /> </span></div>
</div>
<span style="background-color: transparent; color: black; font-family: "arial"; font-size: 11pt; font-style: normal; font-variant: normal; font-weight: 400; text-decoration: none; vertical-align: baseline;">There are other hashes we have not completely resolved yet - some of which may be seeded hashes. For example, we see:</span><br />
<br />
<div dir="ltr" style="line-height: 1.38; margin-bottom: 0pt; margin-top: 0pt;">
<span style="background-color: transparent; color: black; font-family: "arial"; font-size: 11pt; font-style: normal; font-variant: normal; font-weight: 400; text-decoration: none; vertical-align: baseline;">sha1(md5(md5($salt).md5($pass)))</span></div>
<div dir="ltr" style="line-height: 1.38; margin-bottom: 0pt; margin-top: 0pt;">
<span style="background-color: transparent; color: black; font-family: "arial"; font-size: 11pt; font-style: normal; font-variant: normal; font-weight: 400; text-decoration: none; vertical-align: baseline;">sha1(md5($salt).md5($pass)))</span></div>
<div dir="ltr" style="line-height: 1.38; margin-bottom: 0pt; margin-top: 0pt;">
<span style="background-color: transparent; color: black; font-family: "arial"; font-size: 11pt; font-style: normal; font-variant: normal; font-weight: 400; text-decoration: none; vertical-align: baseline;">sha1(md5(md5($salt1).md5($pass)).$salt2)</span></div>
<div dir="ltr" style="line-height: 1.38; margin-bottom: 0pt; margin-top: 0pt;">
<span style="background-color: transparent; color: black; font-family: "arial"; font-size: 11pt; font-style: normal; font-variant: normal; font-weight: 400; text-decoration: none; vertical-align: baseline;">sha1(md5($salt1).md5($pass).$salt2)</span></div>
<br />
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<span style="background-color: transparent; color: black; font-family: "arial"; font-size: 11pt; font-style: normal; font-variant: normal; font-weight: 400; text-decoration: none; vertical-align: baseline;">… and much more.</span></div>
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<span style="background-color: transparent; color: black; font-family: "arial"; font-size: 11pt; font-style: normal; font-variant: normal; font-weight: 700; text-decoration: none; vertical-align: baseline;">Personal Identifiable Information</span></div>
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<span style="background-color: transparent; color: black; font-family: "arial"; font-size: 11pt; font-style: normal; font-variant: normal; font-weight: 400; text-decoration: none; vertical-align: baseline;">We also saw unusual strings from incorrect import/export that was already present in the original leak. This links the hash to the owner of the password, which was clearly not intended by Troy. We found more than 2.5m email addresses and about 230k email:password combinations.</span></div>
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<span style="background-color: transparent; color: black; font-family: "arial"; font-size: 11pt; font-style: normal; font-variant: normal; font-weight: 400; text-decoration: none; vertical-align: baseline;"> </span></div>
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<span style="background-color: transparent; color: black; font-family: "arial"; font-size: 11pt; font-style: normal; font-variant: normal; font-weight: 400; text-decoration: none; vertical-align: baseline;"><firstname.lastname@tld><:.,;| /><password></span></div>
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<span style="background-color: transparent; color: black; font-family: "arial"; font-size: 11pt; font-style: normal; font-variant: normal; font-weight: 400; text-decoration: none; vertical-align: baseline;"><truncated-firstname.lastname@tld><:.,;| /><password></span></div>
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<span style="background-color: transparent; color: black; font-family: "arial"; font-size: 11pt; font-style: normal; font-variant: normal; font-weight: 400; text-decoration: none; vertical-align: baseline;"><@tld><:.,;| /><password></span></div>
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<span style="background-color: transparent; color: black; font-family: "arial"; font-size: 11pt; font-style: normal; font-variant: normal; font-weight: 400; text-decoration: none; vertical-align: baseline;"><username><:.,;| /><password></span></div>
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<span style="background-color: transparent; color: black; font-family: "arial"; font-size: 11pt; font-style: normal; font-variant: normal; font-weight: 400; text-decoration: none; vertical-align: baseline;"><firstname.lastname@tld><:.,;| /><some-hash></span></div>
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<span style="background-color: transparent; color: black; font-family: "arial"; font-size: 11pt; font-style: normal; font-variant: normal; font-weight: 700; text-decoration: none; vertical-align: baseline;">Trash / Other Non-Passwords</span></div>
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<span style="background-color: transparent; color: black; font-family: "arial"; font-size: 11pt; font-style: normal; font-variant: normal; font-weight: 400; text-decoration: none; vertical-align: baseline;">Furthermore, there were obviously other strings that were not passwords, but rather fragments of files. For example:</span></div>
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<span style="font-family: "courier new" , "courier" , monospace;"><span style="background-color: transparent; color: black; font-size: 11pt; font-style: normal; font-variant: normal; font-weight: 400; text-decoration: none; vertical-align: baseline;">005a97e5323dac9a43c06bb5fe0a75973ee5e23f:<div><embed src="http://apps.rockyou.com/fxtext.swf?ID=31478642&nopanel=true&stage=true" quality="high" scale="noscale" width="405.37" height="116.475" wmode="transparent" name="rockyou" type="application/x-shockwave-flash" pluginspage="http://www.macrom</span></span></div>
<span style="font-family: "courier new" , "courier" , monospace;"><br /></span>
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<span style="font-family: "courier new" , "courier" , monospace;"><span style="background-color: transparent; color: black; font-size: 11pt; font-style: normal; font-variant: normal; font-weight: 400; text-decoration: none; vertical-align: baseline;">006bb7e8893618b02f979dd425e689b4ae64df10:honeyDo you realize who is in this image: http://thecoolpics.com/who.jpg . Just think for a moment and tell me o you realize who is in this image: http://thecoolpics.com/who.jpg . Just think for a moment and tell me soon ;))</span></span></div>
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<span style="background-color: transparent; color: black; font-family: "arial"; font-size: 11pt; font-style: normal; font-variant: normal; font-weight: 700; text-decoration: none; vertical-align: baseline;">Bad Line Parsing</span></div>
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<span style="background-color: white; color: black; font-family: "arial"; font-size: 11pt; font-style: normal; font-variant: normal; font-weight: 400; text-decoration: none; vertical-align: baseline;">We observed a number of passwords which appeared as they were truncated at length 40 but contained data following the linefeed terminator of the input lists. </span></div>
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<span style="background-color: white; color: black; font-family: "courier new"; font-size: 11pt; font-style: normal; font-variant: normal; font-weight: 400; text-decoration: none; vertical-align: baseline;">n.doe@gmail.com:password:123456jane.doe@</span></div>
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<span style="background-color: white; color: black; font-family: "arial"; font-size: 11pt; font-style: normal; font-variant: normal; font-weight: 400; text-decoration: none; vertical-align: baseline;">We assumed this was either caused by a parsing error or some anomaly. To recover these strange processed plaintexts, some utilities were coded [4] to emulate the particular behavior of concatenating successive lines while restricting them to 40 characters. </span></div>
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<span style="background-color: white; color: black; font-family: "courier new"; font-size: 11pt; font-style: normal; font-variant: normal; font-weight: 400; text-decoration: none; vertical-align: baseline;">john.doe@gmail.com:password:123456jane.d</span></div>
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<span style="background-color: white; color: black; font-family: "courier new"; font-size: 11pt; font-style: normal; font-variant: normal; font-weight: 400; text-decoration: none; vertical-align: baseline;">ohn.doe@gmail.com:password:123456jane.do</span></div>
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<span style="background-color: white; color: black; font-family: "courier new"; font-size: 11pt; font-style: normal; font-variant: normal; font-weight: 400; text-decoration: none; vertical-align: baseline;">hn.doe@gmail.com:password:123456jane.doe</span></div>
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<span style="background-color: white; color: black; font-family: "courier new"; font-size: 11pt; font-style: normal; font-variant: normal; font-weight: 400; text-decoration: none; vertical-align: baseline;">n.doe@gmail.com:password:123456jane.doe@</span></div>
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<span style="background-color: white; color: black; font-family: "arial"; font-size: 11pt; font-style: normal; font-variant: normal; font-weight: 400; text-decoration: none; vertical-align: baseline;">Furthermore, t</span><span style="background-color: transparent; color: black; font-family: "arial"; font-size: 11pt; font-style: normal; font-variant: normal; font-weight: 400; text-decoration: none; vertical-align: baseline;">o find the correct position where the initial parsing error occurred, </span><span style="background-color: white; color: black; font-family: "arial"; font-size: 11pt; font-style: normal; font-variant: normal; font-weight: 400; text-decoration: none; vertical-align: baseline;">we searched our dictionaries from the right to the left (see [4]) concatenating characters like this:</span></div>
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<span style="background-color: white; color: black; font-family: "courier new"; font-size: 11pt; font-style: normal; font-variant: normal; font-weight: 400; text-decoration: none; vertical-align: baseline;">123456jane.doe@ho</span></div>
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<span style="background-color: white; color: black; font-family: "courier new"; font-size: 11pt; font-style: normal; font-variant: normal; font-weight: 400; text-decoration: none; vertical-align: baseline;">o</span></div>
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<span style="background-color: white; color: black; font-family: "courier new"; font-size: 11pt; font-style: normal; font-variant: normal; font-weight: 400; text-decoration: none; vertical-align: baseline;">ho</span></div>
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<span style="background-color: white; color: black; font-family: "courier new"; font-size: 11pt; font-style: normal; font-variant: normal; font-weight: 400; text-decoration: none; vertical-align: baseline;">@ho</span></div>
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<span style="background-color: white; color: black; font-family: "courier new"; font-size: 11pt; font-style: normal; font-variant: normal; font-weight: 400; text-decoration: none; vertical-align: baseline;">e@ho</span></div>
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<span style="background-color: white; color: black; font-family: "courier new"; font-size: 11pt; font-style: normal; font-variant: normal; font-weight: 400; text-decoration: none; vertical-align: baseline;">...</span></div>
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<span style="background-color: white; color: black; font-family: "courier new"; font-size: 11pt; font-style: normal; font-variant: normal; font-weight: 400; text-decoration: none; vertical-align: baseline;">123456jane.doe@ho</span><br />
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<a href="https://blogger.googleusercontent.com/img/b/R29vZ2xl/AVvXsEjz4tNwK_9qznb8mgWDjBcE5xhBM3O7xSyOKWO4iKT3BT02JHIHc4vsmq3Aur_lJRCog67JsTg3fcaEVf3pEIKVjLsh67XLPxClIH-zpf_geWq3SrxnbOZd7Vnyv7HSbNP_AH5YVS6ju2o/s1600/Cool.png" imageanchor="1" style="margin-left: 1em; margin-right: 1em;"><img border="0" data-original-height="1167" data-original-width="1234" height="605" src="https://blogger.googleusercontent.com/img/b/R29vZ2xl/AVvXsEjz4tNwK_9qznb8mgWDjBcE5xhBM3O7xSyOKWO4iKT3BT02JHIHc4vsmq3Aur_lJRCog67JsTg3fcaEVf3pEIKVjLsh67XLPxClIH-zpf_geWq3SrxnbOZd7Vnyv7HSbNP_AH5YVS6ju2o/s640/Cool.png" width="640" /></a></div>
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<span style="background-color: transparent; color: black; font-family: "arial"; font-size: 11pt; font-style: normal; font-variant: normal; font-weight: 400; text-decoration: none; vertical-align: baseline;"> </span><span id="docs-internal-guid-55067b14-308d-089e-2268-73c7bc7347f7" style="background-color: transparent; color: black; font-family: "arial"; font-size: 11pt; font-style: normal; font-variant: normal; font-weight: 400; text-decoration: none; vertical-align: baseline;">An example of a bad/invalid email imported into the haveibeenpwned.com website</span></div>
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<span style="background-color: transparent; color: black; font-family: "arial"; font-size: 11pt; font-style: normal; font-variant: normal; font-weight: 700; text-decoration: none; vertical-align: baseline;">Hashcat’s Hexception</span></div>
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<span style="background-color: transparent; color: black; font-family: "arial"; font-size: 11pt; font-style: normal; font-variant: normal; font-weight: 400; text-decoration: none; vertical-align: baseline;">During hash processing, we also caught a glimpse into Troy’s methodology. We believe that he processed some “cracked” passwords as well, suggested by the presence of $HEX[] plaintexts. This also revealed a bug in Hashcat’s $HEX[] encoding.</span></div>
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<span style="background-color: transparent; color: black; font-family: "arial"; font-size: 11pt; font-style: normal; font-variant: normal; font-weight: 400; text-decoration: none; vertical-align: baseline;">For example, consider the following hash:</span></div>
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<span style="background-color: #ffe599; color: black; font-family: "courier new"; font-size: 11pt; font-style: normal; font-variant: normal; font-weight: 400; text-decoration: none; vertical-align: baseline;">0b20b6ad0b6c7fd3655e8734cb48c001567983eb</span><span style="background-color: transparent; color: black; font-family: "courier new"; font-size: 11pt; font-style: normal; font-variant: normal; font-weight: 400; text-decoration: none; vertical-align: baseline;">:$HEX[</span><span style="background-color: #b4a7d6; color: black; font-family: "courier new"; font-size: 11pt; font-style: normal; font-variant: normal; font-weight: 400; text-decoration: none; vertical-align: baseline;">244845585b623436653635373737393666373236625d</span><span style="background-color: transparent; color: black; font-family: "courier new"; font-size: 11pt; font-style: normal; font-variant: normal; font-weight: 400; text-decoration: none; vertical-align: baseline;">]</span></div>
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<span style="background-color: transparent; color: black; font-family: "arial"; font-size: 11pt; font-style: normal; font-variant: normal; font-weight: 400; text-decoration: none; vertical-align: baseline;">Initially, when this was found with Hashcat, it appeared as:</span></div>
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<span style="background-color: #ffe599; color: black; font-family: "courier new"; font-size: 11pt; font-style: normal; font-variant: normal; font-weight: 400; text-decoration: none; vertical-align: baseline;">0b20b6ad0b6c7fd3655e8734cb48c001567983eb</span><span style="background-color: transparent; color: black; font-family: "courier new"; font-size: 11pt; font-style: normal; font-variant: normal; font-weight: 400; text-decoration: none; vertical-align: baseline;">:$HEX[</span><span style="background-color: #b6d7a8; color: black; font-family: "courier new"; font-size: 11pt; font-style: normal; font-variant: normal; font-weight: 400; text-decoration: none; vertical-align: baseline;">b46e6577796f726b</span><span style="background-color: transparent; color: black; font-family: "courier new"; font-size: 11pt; font-style: normal; font-variant: normal; font-weight: 400; text-decoration: none; vertical-align: baseline;">]</span></div>
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<span style="background-color: transparent; color: black; font-family: "arial"; font-size: 11pt; font-style: normal; font-variant: normal; font-weight: 400; text-decoration: none; vertical-align: baseline;">The hash could not be verified as the solution since:</span></div>
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<span style="background-color: transparent; color: black; font-family: "courier new"; font-size: 11pt; font-style: normal; font-variant: normal; font-weight: 400; text-decoration: none; vertical-align: baseline;">sha1(binary[</span><span style="background-color: #b6d7a8; color: black; font-family: "courier new"; font-size: 11pt; font-style: normal; font-variant: normal; font-weight: 400; text-decoration: none; vertical-align: baseline;">b46e6577796f726b</span><span style="background-color: transparent; color: black; font-family: "courier new"; font-size: 11pt; font-style: normal; font-variant: normal; font-weight: 400; text-decoration: none; vertical-align: baseline;">]):[</span><span style="background-color: #ea9999; color: black; font-family: "courier new"; font-size: 11pt; font-style: normal; font-variant: normal; font-weight: 400; text-decoration: none; vertical-align: baseline;">9def6b97e0095ac93331bc2780cc35a21d9cc752</span><span style="background-color: transparent; color: black; font-family: "courier new"; font-size: 11pt; font-style: normal; font-variant: normal; font-weight: 400; text-decoration: none; vertical-align: baseline;">]</span></div>
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<span style="background-color: transparent; color: black; font-family: "arial"; font-size: 11pt; font-style: normal; font-variant: normal; font-weight: 400; text-decoration: none; vertical-align: baseline;">We discovered that Hashcat fails to correctly encode a literal string with $HEX[], if the literal string starts with $HEX[. This means that if you take the output of Hashcat, say from hashcat.pot and try to re-crack it using the passwords in the hashcat.pot file - you will end up with “unsolvable” hashes. As part of our work involves building dictionaries that we can reuse, we consider this a significant bug.</span></div>
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<span style="background-color: transparent; color: black; font-family: "arial"; font-size: 11pt; font-style: normal; font-variant: normal; font-weight: 400; text-decoration: none; vertical-align: baseline;">Some tools</span><span style="background-color: transparent; color: black; font-family: "arial"; font-size: 11pt; font-style: normal; font-variant: normal; font-weight: 400; text-decoration: none; vertical-align: baseline;"> [5] were put together to properly re-encode the output from Hashcat, into the proper string:</span></div>
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<span style="background-color: transparent; color: black; font-family: "courier new"; font-size: 11pt; font-style: normal; font-variant: normal; font-weight: 400; text-decoration: none; vertical-align: baseline;">$HEX[</span><span style="background-color: #b4a7d6; color: black; font-family: "courier new"; font-size: 11pt; font-style: normal; font-variant: normal; font-weight: 400; text-decoration: none; vertical-align: baseline;">244845585b623436653635373737393666373236625d</span><span style="background-color: transparent; color: black; font-family: "courier new"; font-size: 11pt; font-style: normal; font-variant: normal; font-weight: 400; text-decoration: none; vertical-align: baseline;">]</span></div>
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<span style="background-color: transparent; color: black; font-family: "arial"; font-size: 11pt; font-style: normal; font-variant: normal; font-weight: 400; text-decoration: none; vertical-align: baseline;">This then works properly as a reusable password with Hashcat and MDXfind, as it decodes into the literal string:</span></div>
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<span style="background-color: transparent; color: black; font-family: "courier new"; font-size: 11pt; font-style: normal; font-variant: normal; font-weight: 400; text-decoration: none; vertical-align: baseline;">$HEX[</span><span style="background-color: #b6d7a8; color: black; font-family: "courier new"; font-size: 11pt; font-style: normal; font-variant: normal; font-weight: 400; text-decoration: none; vertical-align: baseline;">b46e6577796f726b</span><span style="background-color: transparent; color: black; font-family: "courier new"; font-size: 11pt; font-style: normal; font-variant: normal; font-weight: 400; text-decoration: none; vertical-align: baseline;">]</span></div>
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<span style="background-color: transparent; color: black; font-family: "arial"; font-size: 11pt; font-style: normal; font-variant: normal; font-weight: 400; text-decoration: none; vertical-align: baseline;">This issue has been resolved in a beta version of Hashcat [6].</span></div>
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<span style="background-color: transparent; color: black; font-family: "arial"; font-size: 11pt; font-style: normal; font-variant: normal; font-weight: 400; text-decoration: none; vertical-align: baseline;">We also uncovered a second bug in Hashcat, which was later corrected in a beta version. When using certain rules, we found that the solutions that Hashcat was offering also did not hash back to the correct value. We ended up with hundreds of “solutions” that really were not solutions at all. This is one of the reasons that we always try to double-check our work, to ensure that we have accurate hashes and plaintexts.</span></div>
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<span style="background-color: transparent; color: black; font-family: "arial"; font-size: 11pt; font-style: normal; font-variant: normal; font-weight: 400; text-decoration: none; vertical-align: baseline;">As a final check, we took just the SHA1x01 passwords we found and re-ran them through both Hashcat (Beta v3.6.0-351-gec874c1) and MDXfind. The results were quite illuminating. The test system used was a 4 core Intel Core i7-6700K system, with 4x GTX1080 cards and 64GB of memory. Using Hashcat, we found that loading more than about 250,000,000 hashes at a time was not possible [7] and as a result, the list was broken up into chunks of 225m hashes.</span></div>
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<span style="background-color: transparent; color: black; font-family: "arial"; font-size: 11pt; font-style: normal; font-variant: normal; font-weight: 700; text-decoration: none; vertical-align: baseline;">Program</span></div>
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<span style="background-color: transparent; color: black; font-family: "arial"; font-size: 11pt; font-style: normal; font-variant: normal; font-weight: 700; text-decoration: none; vertical-align: baseline;">Time to Complete</span></div>
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<span style="background-color: transparent; color: black; font-family: "arial"; font-size: 11pt; font-style: normal; font-variant: normal; font-weight: 700; text-decoration: none; vertical-align: baseline;">Hashes Found</span></div>
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<span style="background-color: transparent; color: black; font-family: "arial"; font-size: 11pt; font-style: normal; font-variant: normal; font-weight: 400; text-decoration: none; vertical-align: baseline;">Hashcat</span></div>
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<span style="background-color: transparent; color: black; font-family: "arial"; font-size: 11pt; font-style: normal; font-variant: normal; font-weight: 400; text-decoration: none; vertical-align: baseline;">55 minutes</span></div>
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<span style="background-color: transparent; color: black; font-family: "arial"; font-size: 11pt; font-style: normal; font-variant: normal; font-weight: 400; text-decoration: none; vertical-align: baseline;">318,932,512</span></div>
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<span style="background-color: transparent; color: black; font-family: "arial"; font-size: 11pt; font-style: normal; font-variant: normal; font-weight: 400; text-decoration: none; vertical-align: baseline;">MDXfind (all hashes)</span></div>
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<span style="background-color: transparent; color: black; font-family: "arial"; font-size: 11pt; font-style: normal; font-variant: normal; font-weight: 400; text-decoration: none; vertical-align: baseline;">9 minutes</span></div>
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<span style="background-color: transparent; color: black; font-family: "arial"; font-size: 11pt; font-style: normal; font-variant: normal; font-weight: 400; text-decoration: none; vertical-align: baseline;">318,933,582</span></div>
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<span style="background-color: transparent; color: black; font-family: "arial"; font-size: 11pt; font-style: normal; font-variant: normal; font-weight: 400; text-decoration: none; vertical-align: baseline;">MDXfind (225m chunks)</span></div>
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<span style="background-color: transparent; color: black; font-family: "arial"; font-size: 11pt; font-style: normal; font-variant: normal; font-weight: 400; text-decoration: none; vertical-align: baseline;">9 minutes</span></div>
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<span style="background-color: transparent; color: black; font-family: "arial"; font-size: 11pt; font-style: normal; font-variant: normal; font-weight: 400; text-decoration: none; vertical-align: baseline;">318,933,582</span></div>
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<span style="background-color: transparent; color: black; font-family: "arial"; font-size: 11pt; font-style: normal; font-variant: normal; font-weight: 400; text-decoration: none; vertical-align: baseline;">From our usage patterns, it is evident that both applications have their strengths and caveats. </span><span style="background-color: transparent; color: black; font-family: "arial"; font-size: 11pt; font-style: normal; font-variant: normal; font-weight: 700; text-decoration: none; vertical-align: baseline;"></span><span style="background-color: transparent; color: black; font-family: "arial"; font-size: 11pt; font-style: normal; font-variant: normal; font-weight: 400; text-decoration: none; vertical-align: baseline;">MDXfind shows its strength when the hashlist is too large to fit into GPU memory, when many algorithms need to be checked in parallel and when very long password strings need to be tested. Hashcat, on the other hand, shines when parallel compute is needed; such as running large rule sets and large keyspaces. Using the tools in tandem gives us the best of both worlds since we can feed the left list of each successive attack into either program to achieve optimal efficiency and coverage.</span></div>
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<span style="background-color: transparent; color: black; font-family: "arial"; font-size: 11pt; font-style: normal; font-variant: normal; font-weight: 400; text-decoration: none; vertical-align: baseline;">To further illustrate the problem with password reuse (and the importance of validation), the hashes were re-run using just the found password of Hashcat (Beta v3.6.0-351-gec874c1). This resulted in 86,954 hashes not being recovered. These are primarily due to the $HEX encoding error that Hashcat makes.</span></div>
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<span style="background-color: transparent; color: black; font-family: "arial"; font-size: 11pt; font-style: normal; font-variant: normal; font-weight: 700; text-decoration: none; vertical-align: baseline;">Distributed Tasks</span></div>
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<span style="background-color: transparent; color: black; font-family: "arial"; font-size: 11pt; font-style: normal; font-variant: normal; font-weight: 400; text-decoration: none; vertical-align: baseline;">Once the hashlist was small enough where the size of the hashlist had negligible effects on search speed, distributed brute-force and mask attacks were conducted via Hashtopussy [8] a Hashcat wrapper. Combining our hardware, we were able to achieve peak speeds of over 180GH/s on SHA-1, to put things into perspective that's roughly the speed of 25x GTX1080s. We were able to cover ?a length 1-8, ?l?d length 9-10 and ?b length 1-6 effortlessly. </span></div>
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<span style="background-color: transparent; color: black; font-family: "arial"; font-size: 11pt; font-style: normal; font-variant: normal; font-weight: 700; text-decoration: none; vertical-align: baseline;">Statistical Properties</span></div>
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<span style="background-color: transparent; color: black; font-family: "arial"; font-size: 11pt; font-style: normal; font-variant: normal; font-weight: 400; text-decoration: none; vertical-align: baseline;">In order to speed up the analysis of such a large volume of plaintexts, a custom tool was coded “Panal” (will be released at a later time) to quickly and accurately analyse our large dataset of over 320 million passwords. The longest password we found was 400 characters, while the shortest was only 3 characters long. About 0.06% of passwords were 50 characters or longer with 96.67% of passwords being 16 characters or less. Roughly 87.3% of passwords fall into the character set of LowerNum 47.5%, LowerCase 24.75%, Num 8.15%, and MixedNum 6.89% respectively. In addition we saw UTF-8 encoded passwords along with passes containing control characters. See [9] for full Panal output.</span></div>
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<span id="docs-internal-guid-55067b14-30a0-6d82-541d-a84e24bd2118" style="background-color: transparent; color: red; font-family: "arial"; font-size: 11pt; font-style: normal; font-variant: normal; font-weight: 400; text-decoration: none; vertical-align: baseline;"><span id="docs-internal-guid-55067b14-30a1-2295-a915-75acb0b94b23" style="background-color: transparent; color: red; font-family: "arial"; font-size: 11pt; font-style: normal; font-variant: normal; font-weight: 400; text-decoration: none; vertical-align: baseline;"><img alt="Charset.png" height="340" src="https://lh3.googleusercontent.com/tsVw2DOxV0mJ-b9PlSDF8JymQwqwUXY5ir9KCCHScwvw_h26iiQfS7FV2Z18LiBeWu9iQ6BOnctlR8PMQXNqquZrIoITxyj9UQ97G2SCA4vv52Lvc9l4pIQjQTKa_CKvKyro1KJW" style="border: medium none; transform: rotate(0rad);" width="595" /></span> </span></div>
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<span style="background-color: transparent; color: black; font-family: "arial"; font-size: 11pt; font-style: normal; font-variant: normal; font-weight: 700; text-decoration: none; vertical-align: baseline;">Summary</span></div>
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<span style="background-color: transparent; color: black; font-family: "arial"; font-size: 11pt; font-style: normal; font-variant: normal; font-weight: 400; text-decoration: none; vertical-align: baseline;">Blocking common passwords during account creation has positive effects on the overall password security of a website [10]. While blacklisting 320m leaked passwords might sound like a good idea to further improve password security, it can have unforeseeable consequences on usability (i.e, the level of user frustration). Conventional blacklist approaches typically include the 10k most common passwords to limit online password guessing attack consequences. Until now, there has been no evidence to support which blacklist size provides an optimal balance. </span><br />
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<span style="background-color: transparent; color: black; font-family: "arial"; font-size: 11pt; font-style: normal; font-variant: normal; font-weight: 400; text-decoration: none; vertical-align: baseline;">Post written in collaboration with</span><span style="background-color: transparent; color: black; font-family: "arial"; font-size: 11pt; font-style: normal; font-variant: normal; font-weight: 400; text-decoration: none; vertical-align: baseline;"><span style="background-color: white; color: black; font-family: "arial"; font-size: 11pt; font-style: normal; font-variant: normal; font-weight: 400; text-decoration: none; vertical-align: baseline;"> </span><a href="https://twitter.com/m33x" style="text-decoration: none;"><span style="background-color: white; color: #1155cc; font-family: "arial"; font-size: 11pt; font-style: normal; font-variant: normal; font-weight: 400; text-decoration: underline; vertical-align: baseline;">@m33x</span></a><span style="background-color: white; color: black; font-family: "arial"; font-size: 11pt; font-style: normal; font-variant: normal; font-weight: 400; text-decoration: none; vertical-align: baseline;"> and </span><a href="https://twitter.com/tychotithonus" style="text-decoration: none;"><span style="background-color: white; color: #1155cc; font-family: "arial"; font-size: 11pt; font-style: normal; font-variant: normal; font-weight: 400; text-decoration: underline; vertical-align: baseline;">@</span><span style="background-color: white; color: #1155cc; font-family: "arial"; font-size: 10.5pt; font-style: normal; font-variant: normal; font-weight: 400; text-decoration: underline; vertical-align: baseline;">tychotithonus</span></a> </span></div>
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<span style="background-color: transparent; color: black; font-family: "arial"; font-size: 11pt; font-style: normal; font-variant: normal; font-weight: 700; text-decoration: none; vertical-align: baseline;">Resources</span></div>
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<span style="background-color: transparent; color: black; font-family: "arial"; font-size: 11pt; font-style: normal; font-variant: normal; font-weight: 400; text-decoration: none; vertical-align: baseline;">[0] 2017-08-03: Have I been pwned? by Troy Hunt</span><br />
<span style="background-color: transparent; color: black; font-family: "arial"; font-size: 11pt; font-style: normal; font-variant: normal; font-weight: 400; text-decoration: none; vertical-align: baseline;"><a href="https://haveibeenpwned.com/">https://haveibeenpwned.com </a></span></div>
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<span style="background-color: transparent; color: black; font-family: "arial"; font-size: 11pt; font-style: normal; font-variant: normal; font-weight: 400; text-decoration: none; vertical-align: baseline;">[1] 2017-08-03: Introducing 306 Million Freely Downloadable Pwned Passwords </span><br />
<span style="background-color: transparent; color: black; font-family: "arial"; font-size: 11pt; font-style: normal; font-variant: normal; font-weight: 400; text-decoration: none; vertical-align: baseline;"><a href="https://www.troyhunt.com/introducing-306-million-freely-downloadable-pwned-passwords">https://www.troyhunt.com/introducing-306-million-freely-downloadable-pwned-passwords </a></span></div>
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<span style="background-color: transparent; color: black; font-family: "arial"; font-size: 11pt; font-style: normal; font-variant: normal; font-weight: 400; text-decoration: none; vertical-align: baseline;">[2] 2017-08-03: MDXfind v1.93</span><br />
<span style="background-color: transparent; color: black; font-family: "arial"; font-size: 11pt; font-style: normal; font-variant: normal; font-weight: 400; text-decoration: none; vertical-align: baseline;"><a href="https://hashes.org/mdxfind.php">https://hashes.org/mdxfind.php </a></span></div>
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<span style="background-color: transparent; color: black; font-family: "arial"; font-size: 11pt; font-style: normal; font-variant: normal; font-weight: 400; text-decoration: none; vertical-align: baseline;">[3] 2017-08-28: Hashcat sha1(sha512($pass)) patch</span><br />
<span style="background-color: transparent; color: black; font-family: "arial"; font-size: 11pt; font-style: normal; font-variant: normal; font-weight: 400; text-decoration: none; vertical-align: baseline;"><a href="https://gist.github.com/hops/9beda82cf3d21ab99a2971bf8d00dbb4">https://gist.github.com/hops/9beda82cf3d21ab99a2971bf8d00dbb4 </a></span><br />
<span style="background-color: transparent; color: black; font-family: "arial"; font-size: 11pt; font-style: normal; font-variant: normal; font-weight: 400; text-decoration: none; vertical-align: baseline;">[4] 2017-08-27: Some tools we developed to deal with incorrectly parsed strings</span><br />
<span style="background-color: transparent; color: black; font-family: "arial"; font-size: 11pt; font-style: normal; font-variant: normal; font-weight: 400; text-decoration: none; vertical-align: baseline;"><a href="https://gist.github.com/m33x/3e0ab19a53384c036db29f996cb60733">https://gist.github.com/m33x/3e0ab19a53384c036db29f996cb60733</a></span></div>
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<span style="background-color: transparent; color: black; font-family: "arial"; font-size: 11pt; font-style: normal; font-variant: normal; font-weight: 400; text-decoration: none; vertical-align: baseline;">[5] 2017-8-13: Hexception tool</span><br />
<span style="background-color: transparent; color: black; font-family: "arial"; font-size: 11pt; font-style: normal; font-variant: normal; font-weight: 400; text-decoration: none; vertical-align: baseline;"><a href="https://gist.github.com/roycewilliams/8f3bf8e3109f771b1b773265317c6c1c">https://gist.github.com/roycewilliams/8f3bf8e3109f771b1b773265317c6c1c </a></span></div>
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<span style="background-color: transparent; color: black; font-family: "arial"; font-size: 11pt; font-style: normal; font-variant: normal; font-weight: 400; text-decoration: none; vertical-align: baseline;">[6] 2017-08-20: Hashcat Issue “hexify also all password of format $HEX[]”</span><br />
<span style="background-color: transparent; color: black; font-family: "arial"; font-size: 11pt; font-style: normal; font-variant: normal; font-weight: 400; text-decoration: none; vertical-align: baseline;"><a href="https://github.com/hashcat/hashcat/issues/1340">https://github.com/hashcat/hashcat/issues/1340 </a></span><br />
<span style="background-color: transparent; color: black; font-family: "arial"; font-size: 11pt; font-style: normal; font-variant: normal; font-weight: 400; text-decoration: none; vertical-align: baseline;">[7] 2017-08-18: Hashcat Issue Potential Silent Cracking Failures at Certain Hash-Count</span><br />
<span style="background-color: transparent; color: black; font-family: "arial"; font-size: 11pt; font-style: normal; font-variant: normal; font-weight: 400; text-decoration: none; vertical-align: baseline;"><a href="https://github.com/hashcat/hashcat/issues/1336">https://github.com/hashcat/hashcat/issues/1336</a></span><br />
<span style="background-color: transparent; color: black; font-family: "arial"; font-size: 11pt; font-style: normal; font-variant: normal; font-weight: 400; text-decoration: none; vertical-align: baseline;">[8] 2017-08-03: Hashtopussy by s3inlc</span><br />
<span style="background-color: transparent; color: black; font-family: "arial"; font-size: 11pt; font-style: normal; font-variant: normal; font-weight: 400; text-decoration: none; vertical-align: baseline;"><a href="https://github.com/s3inlc/hashtopussy">https://github.com/s3inlc/hashtopussy </a></span></div>
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<span style="background-color: transparent; color: black; font-family: "arial"; font-size: 11pt; font-style: normal; font-variant: normal; font-weight: 400; text-decoration: none; vertical-align: baseline;">[9] 2017-8-29: Panal (Password Analysis) 320m HIBP Passwords</span><br />
<span style="background-color: transparent; color: black; font-family: "arial"; font-size: 11pt; font-style: normal; font-variant: normal; font-weight: 400; text-decoration: none; vertical-align: baseline;"><a href="https://gist.github.com/m33x/03031e764ae5de179315270973c5871f">https://gist.github.com/m33x/03031e764ae5de179315270973c5871f</a></span></div>
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<span style="background-color: transparent; color: black; font-family: "arial"; font-size: 11pt; font-style: normal; font-variant: normal; font-weight: 400; text-decoration: none; vertical-align: baseline;">[10] 2017-08-03: Password Creation in the Presence of Blacklists</span><br />
<span style="background-color: transparent; color: black; font-family: "arial"; font-size: 11pt; font-style: normal; font-variant: normal; font-weight: 400; text-decoration: none; vertical-align: baseline;"><a href="https://www.internetsociety.org/doc/password-creation-presence-blacklists">https://www.internetsociety.org/doc/password-creation-presence-blacklists</a> </span><br />
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Unknownnoreply@blogger.comtag:blogger.com,1999:blog-5717741750935093742.post-1555177478056853952017-06-25T06:55:00.000-07:002017-06-25T08:06:12.298-07:0032hex is not MD5? What are Youku talking about?<div dir="ltr" id="docs-internal-guid-a78f87a4-df59-653a-ed1c-e78e1d888410" style="line-height: 1.38; margin-bottom: 0pt; margin-top: 0pt; text-align: justify;">
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<span style="background-color: transparent; color: black; font-family: "arial"; font-size: 11pt; font-style: normal; font-variant: normal; font-weight: 400; text-decoration: none; vertical-align: baseline;"><b>32hex is not MD5? What are Youku talking about? </b></span></h2>
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<span style="background-color: transparent; color: black; font-family: "arial"; font-size: 11pt; font-style: normal; font-variant: normal; font-weight: 400; text-decoration: none; vertical-align: baseline;">During April 2017, various online sources alleged that Youku, a Chinese video hosting service was hacked and that roughly 100 million user accounts were compromised. These sources stated that Youku usernames along with passwords hashed with MD5 and SHA1 algorithms were leaked. We decided to take a closer look in early June and will be presenting our findings in this post.</span></div>
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<span style="background-color: transparent; color: black; font-family: "arial"; font-size: 11pt; font-style: normal; font-variant: normal; font-weight: 400; text-decoration: none; vertical-align: baseline;">Of the 99,075,692 lines of data present in the leak provided to us, we were able to extract 99,028,838 usable hash strings. From the hash strings extracted from the original dump, we noticed there were hashes of varying lengths ranging from 30 to 32 ASCII-hex characters and thus suggesting to us they could be more MD5 like. After de-duplicating the hashes we were left with 57,205,528 hashes suggesting there was password re-use in this data.</span></div>
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<span style="background-color: transparent; color: black; font-family: "arial"; font-size: 11pt; font-style: normal; font-variant: normal; font-weight: 400; text-decoration: none; vertical-align: baseline;">A common practice, especially those seen in Chinese websites, is that the developers employ a form of ob-security in their password storage schemes. We suspect this is most likely done to deter the hashes being loaded into off-the-shelf password crackers. Another explanation would be that mistakes were made in processing the data.</span></div>
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<span style="background-color: transparent; color: black; font-family: "arial"; font-size: 11pt; font-style: normal; font-variant: normal; font-weight: 400; text-decoration: none; vertical-align: baseline;">As we started to work on this data set, it quickly became apparent that there were more than just MD5 hashes in this file. We were able to identify both iterated MD5 hashes, as well as more complex sub-string iterated hashes. Each of these also appeared as a chopped (last digits removed) value as well. The majority of hashes were MD5($pass), but we found a sizeable number of MD5(MD5($pass)) and MD5(MD5(MD5($pass))). The substring hashes were of the form MD5(substr(MD5($pass),8,16)).</span></div>
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<span style="background-color: transparent; color: black; font-family: "arial"; font-size: 11pt; font-style: normal; font-variant: normal; font-weight: 400; text-decoration: none; vertical-align: baseline;">The number of different MD5 variations used in hashing the passwords could be attributed to a number of factors which we won’t know but can only make assumptions. The simplest explanation is that the developers decided to change the hashing method through update iterations to their website. Some other explanations could be they merged with another service and also merged in those user accounts along with hashes, alternatively different accounts such as operators and users may have used different hashing schemes.</span></div>
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<span style="background-color: transparent; color: black; font-family: "arial"; font-size: 11pt; font-style: normal; font-variant: normal; font-weight: 400; text-decoration: none; vertical-align: baseline;">Dealing with the chopped hashes was not a problem for our tools. MDXfind natively supports partial matching of hashes, but we did modify hashcat to support these as well. See below for an example patch based on hashcat 3.6.0. A “clean” version including MD5sub8-24MD5 may be released at a later point. This required both small changes in the input parser, as well as the kernel code. We then ran the cracked passwords as a dictionary with MDXfind to mark the hashes correctly.</span><br />
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<span style="background-color: transparent; color: black; font-family: "arial"; font-size: 11pt; font-style: normal; font-variant: normal; font-weight: 400; text-decoration: none; vertical-align: baseline;">Of the 99 million hashes we parsed, we were able to recover 94.836 million - roughly 95.7% success rate. Interestingly, we noticed about 1.5 million MD5 like hashes which were in uppercase ASCII-hex form, as opposed to lowercase like the rest. We were not able to recover any of these hashes, and it is possible these are either salted or use a more exotic algorithm.</span></div>
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<span style="background-color: transparent; color: black; font-family: "arial"; font-size: 11pt; font-style: normal; font-variant: normal; font-weight: 400; text-decoration: none; vertical-align: baseline;">We found 48 million unique passwords, which solved the 94.8 million hashes. The top-25 passwords for this list are typical for this type of web-site. It is interesting to note the fourth most common password used ‘xuanchuan’ is the romanized representation of 宣傳 translated to English means propaganda.</span></div>
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" 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<span style="background-color: transparent; color: black; font-family: "arial"; font-size: 11pt; font-style: normal; font-variant: normal; font-weight: 400; text-decoration: none; vertical-align: baseline;">Perhaps the most interesting thing about this leak was the number of “created” or “generated” accounts we found. Many, perhaps even the majority, of the accounts use what we consider to be generated email addresses and certainly machine-generated passwords. While the exact number is difficult to calculate with certainty, we suspect tens of millions of these accounts are generated.</span></div>
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<span style="background-color: transparent; color: black; font-family: "arial"; font-size: 11pt; font-style: normal; font-variant: normal; font-weight: 400; text-decoration: none; vertical-align: baseline;">For example, there are 222 accounts we believe were created on October 10, 2011, at 14:25:03, all with 11 character random usernames @qq.com. Why do we believe this? Because they share exactly the same password: “2011-10-10 14:25:03”. These accounts are part of a larger group of 606,733 accounts all created that day, presumably between 14:25 and 15:33. There were an additional 22,741 accounts similar to these created, we believe, on October 14, 2011 - again with a similar style of @qq.com accounts (but using 9 character user names). We do not believe that any of these qq.com accounts exist.</span></div>
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<span style="background-color: transparent; color: black; font-family: "arial"; font-size: 11pt; font-style: normal; font-variant: normal; font-weight: 400; text-decoration: none; vertical-align: baseline;">Another example is the uppercase ASCII-hex hashes. 1,563,853 (all but 1538) of these have email addresses like this: </span><a href="mailto:037d6909-04a9-4b45-a309-157ef846c573@qzone.com" style="text-decoration: none;"><span style="background-color: transparent; color: #1155cc; font-family: "arial"; font-size: 11pt; font-style: normal; font-variant: normal; font-weight: 400; text-decoration: underline; vertical-align: baseline;">037d6909-04a9-4b45-a309-157ef846c573@qzone.com</span></a><span style="background-color: transparent; color: black; font-family: "arial"; font-size: 11pt; font-style: normal; font-variant: normal; font-weight: 400; text-decoration: none; vertical-align: baseline;">. Having a UUID as the email address is strange enough but we looked into qzone.com. The records of <a href="http://research.dnstrails.com/tools/lookup.htm?domain=qzone.com&date=">DNSTrails </a></span><span style="background-color: transparent; color: black; font-family: "arial"; font-size: 11pt; font-style: normal; font-variant: normal; font-weight: 400; text-decoration: none; vertical-align: baseline;">show that an MX record for this domain only existed between October 2008 and August 2009. Also, the <a href="https://web.archive.org/web/20081201000000*/qzone.com">wayback machine</a> </span><span style="background-color: transparent; color: black; font-family: "arial"; font-size: 11pt; font-style: normal; font-variant: normal; font-weight: 400; text-decoration: none; vertical-align: baseline;">of archive.org doesn’t have any recordings during that period. These facts lead us to believe that these are generated accounts.</span></div>
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<span style="background-color: transparent; color: black; font-family: "arial"; font-size: 11pt; font-style: normal; font-variant: normal; font-weight: 400; text-decoration: none; vertical-align: baseline;">One thing to take from this is that ob-security doesn't really help, in addition, it is interesting to see how there are so many different plays on MD5 used in this leak. It is always a good idea to not assume a single hash algorithm is being used, even if it comes from a single data set. Hopefully, we have provided an interesting read and we would love to find out why there are 1.5 M hashes which seem slightly different to the rest. If you know something, contact us.</span></div>
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<span style="background-color: transparent; color: black; font-family: "arial"; font-size: 11pt; font-style: normal; font-variant: normal; font-weight: 400; text-decoration: none; vertical-align: baseline;"><br /></span></div>
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<span style="background-color: transparent; color: black; font-family: "arial"; font-size: 11pt; font-style: normal; font-variant: normal; font-weight: 400; text-decoration: none; vertical-align: baseline;"><a href="https://drive.google.com/open?id=0B23jmTYnHFJLcGUwVkltTzd1ZWs">Patch for HC 3.6.0</a></span></div>
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Unknownnoreply@blogger.comtag:blogger.com,1999:blog-5717741750935093742.post-15442668177415040742016-07-08T21:41:00.000-07:002016-07-09T05:49:29.441-07:00Bitcrack / Hashkiller contest write-up 2016<div style="text-align: justify;">
<br id="docs-internal-guid-7253d54a-cdc4-8bc4-402a-b531ebbca825" /></div>
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<h2 class="separator" style="clear: both; text-align: center;">
<u><b>Bitcrack / Hashkiller 2016 contest write-up</b></u></h2>
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<span style="background-color: transparent; color: black; font-family: "calibri"; font-size: 14.666666666666666px; font-style: normal; font-variant: normal; font-weight: 700; text-decoration: none; vertical-align: baseline;">Members</span></div>
<table border="1" cellpadding="0" cellspacing="0" dir="ltr" style="border-collapse: collapse; border: 1px solid rgb(204, 204, 204); font-family: "arial","sans",sans-serif; font-size: 13px; margin-left: auto; margin-right: auto; table-layout: fixed; text-align: left;"><colgroup><col width="114"></col><col width="106"></col><col width="112"></col><col width="100"></col></colgroup><tbody>
<tr style="height: 21px;"><td colspan="1" data-sheets-value="{"1":2,"2":"Amd"}" rowspan="2" style="border-bottom: 1px solid #000000; border-left: 1px solid #000000; border-right: 1px solid #000000; border-top: 1px solid #000000; color: black; font-family: Calibri; font-size: 110%; padding: 2px 3px 2px 3px; vertical-align: bottom; vertical-align: bottom; white-space: nowrap; wrap-strategy: 0;"><div style="max-height: 40.666665010982115px;">
Amd</div>
</td><td colspan="1" data-sheets-value="{"1":2,"2":"gearjunkie"}" rowspan="2" style="border-bottom: 1px solid #000000; border-right: 1px solid #000000; border-top: 1px solid #000000; color: black; font-family: Calibri; font-size: 110%; padding: 2px 3px 2px 3px; vertical-align: bottom; vertical-align: bottom; white-space: nowrap; wrap-strategy: 0;"><br />
<div style="max-height: 40.666665010982115px;">
gearjunkie</div>
</td><td colspan="1" data-sheets-value="{"1":2,"2":"mastercracker"}" rowspan="2" style="border-bottom: 1px solid #000000; border-right: 1px solid #000000; border-top: 1px solid #000000; color: black; font-family: Calibri; font-size: 110%; padding: 2px 3px 2px 3px; vertical-align: bottom; vertical-align: bottom; white-space: nowrap; wrap-strategy: 0;"><br />
<div style="max-height: 40.666665010982115px;">
mastercracker</div>
</td><td colspan="1" data-sheets-value="{"1":2,"2":"usasoft"}" rowspan="2" style="border-bottom: 1px solid #000000; border-right: 1px solid #000000; border-top: 1px solid #000000; color: black; font-family: Calibri; font-size: 110%; padding: 2px 3px 2px 3px; vertical-align: bottom; vertical-align: bottom; white-space: nowrap; wrap-strategy: 0;"><br />
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usasoft</div>
</td></tr>
<tr style="height: 21px;"></tr>
<tr style="height: 21px;"><td colspan="1" data-sheets-value="{"1":2,"2":"blazer"}" rowspan="2" style="border-bottom: 1px solid #000000; border-left: 1px solid #000000; border-right: 1px solid #000000; color: black; font-family: Calibri; font-size: 110%; padding: 2px 3px 2px 3px; vertical-align: bottom; vertical-align: bottom; white-space: nowrap; wrap-strategy: 0;"><br />
<div style="max-height: 40.666665010982115px;">
blazer</div>
</td><td colspan="1" data-sheets-value="{"1":2,"2":"hops"}" rowspan="2" style="border-bottom: 1px solid #000000; border-right: 1px solid #000000; color: black; font-family: Calibri; font-size: 110%; padding: 2px 3px 2px 3px; vertical-align: bottom; vertical-align: bottom; white-space: nowrap; wrap-strategy: 0;"><br />
<div style="max-height: 40.666665010982115px;">
hops</div>
</td><td colspan="1" data-sheets-value="{"1":2,"2":"Milzo"}" rowspan="2" style="border-bottom: 1px solid #000000; border-right: 1px solid #000000; color: black; font-family: Calibri; font-size: 110%; padding: 2px 3px 2px 3px; vertical-align: bottom; vertical-align: bottom; white-space: nowrap; wrap-strategy: 0;"><br />
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Milzo</div>
</td><td colspan="1" data-sheets-value="{"1":2,"2":"User"}" rowspan="2" style="border-bottom: 1px solid #000000; border-right: 1px solid #000000; color: black; font-family: Calibri; font-size: 110%; padding: 2px 3px 2px 3px; vertical-align: bottom; vertical-align: bottom; white-space: nowrap; wrap-strategy: 0;"><br />
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User</div>
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<tr style="height: 21px;"></tr>
<tr style="height: 21px;"><td colspan="1" data-sheets-value="{"1":2,"2":"cvsi"}" rowspan="2" style="border-bottom: 1px solid #000000; border-left: 1px solid #000000; border-right: 1px solid #000000; color: black; font-family: Calibri; font-size: 110%; padding: 2px 3px 2px 3px; vertical-align: bottom; vertical-align: bottom; white-space: nowrap; wrap-strategy: 0;"><br />
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cvsi</div>
</td><td colspan="1" data-sheets-value="{"1":2,"2":"Jimbas"}" rowspan="2" style="border-bottom: 1px solid #000000; border-right: 1px solid #000000; color: black; font-family: Calibri; font-size: 110%; padding: 2px 3px 2px 3px; vertical-align: bottom; vertical-align: bottom; white-space: nowrap; wrap-strategy: 0;"><br />
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Jimbas</div>
</td><td colspan="1" data-sheets-value="{"1":2,"2":"s3in!c"}" rowspan="2" style="border-bottom: 1px solid #000000; border-right: 1px solid #000000; color: black; font-family: Calibri; font-size: 110%; padding: 2px 3px 2px 3px; vertical-align: bottom; vertical-align: bottom; white-space: nowrap; wrap-strategy: 0;"><br />
<div style="max-height: 40.666665010982115px;">
s3in!c</div>
</td><td colspan="1" data-sheets-value="{"1":2,"2":"Waffle"}" rowspan="2" style="border-bottom: 1px solid #000000; border-right: 1px solid #000000; color: black; font-family: Calibri; font-size: 110%; padding: 2px 3px 2px 3px; vertical-align: bottom; vertical-align: bottom; white-space: nowrap; wrap-strategy: 0;"><br />
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Waffle</div>
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<tr style="height: 21px;"><td colspan="1" data-sheets-value="{"1":2,"2":"espira"}" rowspan="2" style="border-bottom: 1px solid #000000; border-left: 1px solid #000000; border-right: 1px solid #000000; color: black; font-family: Calibri; font-size: 110%; padding: 2px 3px 2px 3px; vertical-align: bottom; vertical-align: bottom; white-space: nowrap; wrap-strategy: 0;"><br />
<div style="max-height: 40.666665010982115px;">
espira</div>
</td><td colspan="1" data-sheets-value="{"1":2,"2":"jugganuts420"}" rowspan="2" style="border-bottom: 1px solid #000000; border-right: 1px solid #000000; color: black; font-family: Calibri; font-size: 110%; padding: 2px 3px 2px 3px; vertical-align: bottom; vertical-align: bottom; white-space: nowrap; wrap-strategy: 0;"><br />
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jugganuts420</div>
</td><td colspan="1" data-sheets-value="{"1":2,"2":"tony"}" rowspan="2" style="border-bottom: 1px solid #000000; border-right: 1px solid #000000; color: black; font-family: Calibri; font-size: 110%; padding: 2px 3px 2px 3px; vertical-align: bottom; vertical-align: bottom; white-space: nowrap; wrap-strategy: 0;"><br />
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tony</div>
</td><td colspan="1" data-sheets-value="{"1":2,"2":"winxp5421"}" rowspan="2" style="border-bottom: 1px solid #000000; border-right: 1px solid #000000; color: black; font-family: Calibri; font-size: 110%; padding: 2px 3px 2px 3px; vertical-align: bottom; vertical-align: bottom; white-space: nowrap; wrap-strategy: 0;"><br />
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winxp5421</div>
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<tr style="height: 21px;"></tr>
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<br />
<span style="background-color: transparent; color: black; font-family: "calibri"; font-size: 14.666666666666666px; font-style: normal; font-variant: normal; font-weight: 700; text-decoration: none; vertical-align: baseline;">Software</span></div>
<div dir="ltr" style="line-height: 1.38; margin-bottom: 10pt; margin-top: 0pt; text-align: justify;">
<span style="background-color: transparent; color: black; font-family: "calibri"; font-size: 14.666666666666666px; font-style: normal; font-variant: normal; font-weight: 400; text-decoration: none; vertical-align: baseline;">HashcatV3 & HashcatV2 (<a href="https://hashcat.net/)">https://hashcat.net/)</a>, MDXfind (<a href="https://hashes.org/mdxfind.php">https://hashes.org/mdxfind.php</a>), hashtopussy (fork of the hashtopus project), TeamLogic (hash management platform), Unified List Manager (<a href="http://unifiedlm.com/">http://unifiedlm.com/</a>)</span></div>
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<span style="background-color: transparent; color: black; font-family: "calibri"; font-size: 14.666666666666666px; font-style: normal; font-variant: normal; font-weight: 700; text-decoration: none; vertical-align: baseline;">Hardware</span></div>
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<table style="border-collapse: collapse; border: medium none; margin-left: auto; margin-right: auto; text-align: left;"><colgroup><col width="64"></col><col width="117"></col><col width="111"></col><col width="173"></col><col width="98"></col></colgroup><tbody>
<tr style="height: 20px;"><td style="border-color: rgb(0, 0, 0); border-style: solid; border-width: 0px; padding: 0px 8px; text-align: center; vertical-align: bottom;"><br /></td><td style="border-color: rgb(0, 0, 0); border-style: solid; border-width: 0px; padding: 0px 8px; text-align: center; vertical-align: bottom;"><div dir="ltr" style="line-height: 1.2; margin-bottom: 0pt; margin-top: 0pt;">
<span style="background-color: transparent; color: black; font-family: "calibri"; font-size: 14.666666666666666px; font-style: normal; font-variant: normal; font-weight: 700; text-decoration: none; vertical-align: baseline;">GPU (GH)</span></div>
</td><td style="border-color: rgb(0, 0, 0); border-style: solid; border-width: 0px; padding: 0px 8px; text-align: center; vertical-align: bottom;"><div dir="ltr" style="line-height: 1.2; margin-bottom: 0pt; margin-top: 0pt;">
<span style="background-color: transparent; color: black; font-family: "calibri"; font-size: 14.666666666666666px; font-style: normal; font-variant: normal; font-weight: 700; text-decoration: none; vertical-align: baseline;">CPU (cores)</span></div>
</td><td style="border-color: rgb(0, 0, 0); border-style: solid; border-width: 0px; padding: 0px 8px; text-align: center; vertical-align: bottom;"><div dir="ltr" style="line-height: 1.2; margin-bottom: 0pt; margin-top: 0pt;">
<span style="background-color: transparent; color: black; font-family: "calibri"; font-size: 14.666666666666666px; font-style: normal; font-variant: normal; font-weight: 700; text-decoration: none; vertical-align: baseline;">CPU (cores) [bcrypt only]</span></div>
</td><td style="border-color: rgb(0, 0, 0); border-style: solid; border-width: 0px; padding: 0px 8px; text-align: center; vertical-align: bottom;"><div dir="ltr" style="line-height: 1.2; margin-bottom: 0pt; margin-top: 0pt;">
<span style="background-color: transparent; color: black; font-family: "calibri"; font-size: 14.666666666666666px; font-style: normal; font-variant: normal; font-weight: 700; text-decoration: none; vertical-align: baseline;">Total (cores)</span></div>
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<tr style="height: 20px;"><td style="border-color: rgb(0, 0, 0); border-style: solid; border-width: 0px; padding: 0px 8px; text-align: center; vertical-align: bottom;"><div dir="ltr" style="line-height: 1.2; margin-bottom: 0pt; margin-top: 0pt;">
<span style="background-color: transparent; color: black; font-family: "calibri"; font-size: 14.666666666666666px; font-style: normal; font-variant: normal; font-weight: 700; text-decoration: none; vertical-align: baseline;">Base</span></div>
</td><td style="border-color: rgb(0, 0, 0); border-style: solid; border-width: 0px; padding: 0px 8px; text-align: center; vertical-align: bottom;"><div dir="ltr" style="line-height: 1.2; margin-bottom: 0pt; margin-top: 0pt;">
<span style="background-color: transparent; color: black; font-family: "calibri"; font-size: 14.666666666666666px; font-style: normal; font-variant: normal; font-weight: 400; text-decoration: none; vertical-align: baseline;">150 (SHA1)</span></div>
</td><td style="border-color: rgb(0, 0, 0); border-style: solid; border-width: 0px; padding: 0px 8px; text-align: center; vertical-align: bottom;"><div dir="ltr" style="line-height: 1.2; margin-bottom: 0pt; margin-top: 0pt;">
<span style="background-color: transparent; color: black; font-family: "calibri"; font-size: 14.666666666666666px; font-style: normal; font-variant: normal; font-weight: 400; text-decoration: none; vertical-align: baseline;">100</span></div>
</td><td style="border-color: rgb(0, 0, 0); border-style: solid; border-width: 0px; padding: 0px 8px; text-align: center; vertical-align: bottom;"><div dir="ltr" style="line-height: 1.2; margin-bottom: 0pt; margin-top: 0pt;">
<span style="background-color: transparent; color: black; font-family: "calibri"; font-size: 14.666666666666666px; font-style: normal; font-variant: normal; font-weight: 400; text-decoration: none; vertical-align: baseline;">130</span></div>
</td><td style="border-color: rgb(0, 0, 0); border-style: solid; border-width: 0px; padding: 0px 8px; text-align: center; vertical-align: bottom;"><div dir="ltr" style="line-height: 1.2; margin-bottom: 0pt; margin-top: 0pt;">
<span style="background-color: transparent; color: black; font-family: "calibri"; font-size: 14.666666666666666px; font-style: normal; font-variant: normal; font-weight: 400; text-decoration: none; vertical-align: baseline;">230</span></div>
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<tr style="height: 20px;"><td style="border-color: rgb(0, 0, 0); border-style: solid; border-width: 0px; padding: 0px 8px; text-align: center; vertical-align: bottom;"><div dir="ltr" style="line-height: 1.2; margin-bottom: 0pt; margin-top: 0pt;">
<span style="background-color: transparent; color: black; font-family: "calibri"; font-size: 14.666666666666666px; font-style: normal; font-variant: normal; font-weight: 700; text-decoration: none; vertical-align: baseline;">Peak</span></div>
</td><td style="border-color: rgb(0, 0, 0); border-style: solid; border-width: 0px; padding: 0px 8px; text-align: center; vertical-align: bottom;"><div dir="ltr" style="line-height: 1.2; margin-bottom: 0pt; margin-top: 0pt;">
<span style="background-color: transparent; color: black; font-family: "calibri"; font-size: 14.666666666666666px; font-style: normal; font-variant: normal; font-weight: 400; text-decoration: none; vertical-align: baseline;">190 (SHA1)</span></div>
</td><td style="border-color: rgb(0, 0, 0); border-style: solid; border-width: 0px; padding: 0px 8px; text-align: center; vertical-align: bottom;"><div dir="ltr" style="line-height: 1.2; margin-bottom: 0pt; margin-top: 0pt;">
<span style="background-color: transparent; color: black; font-family: "calibri"; font-size: 14.666666666666666px; font-style: normal; font-variant: normal; font-weight: 400; text-decoration: none; vertical-align: baseline;">250</span></div>
</td><td style="border-color: rgb(0, 0, 0); border-style: solid; border-width: 0px; padding: 0px 8px; text-align: center; vertical-align: bottom;"><div dir="ltr" style="line-height: 1.2; margin-bottom: 0pt; margin-top: 0pt;">
<span style="background-color: transparent; color: black; font-family: "calibri"; font-size: 14.666666666666666px; font-style: normal; font-variant: normal; font-weight: 400; text-decoration: none; vertical-align: baseline;">300</span></div>
</td><td style="border-color: rgb(0, 0, 0); border-style: solid; border-width: 0px; padding: 0px 8px; text-align: center; vertical-align: bottom;"><div dir="ltr" style="line-height: 1.2; margin-bottom: 0pt; margin-top: 0pt;">
<span style="background-color: transparent; color: black; font-family: "calibri"; font-size: 14.666666666666666px; font-style: normal; font-variant: normal; font-weight: 400; text-decoration: none; vertical-align: baseline;">550</span></div>
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<div style="text-align: justify;">
<br /></div>
<div dir="ltr" style="line-height: 1.38; margin-bottom: 10pt; margin-top: 0pt; text-align: justify;">
<span style="background-color: transparent; color: black; font-family: "calibri"; font-size: 14.666666666666666px; font-style: normal; font-variant: normal; font-weight: 400; text-decoration: none; vertical-align: baseline;">A constant combined compute power of 150 GH (measured on SHA1 bruteforce) was used throughout the contest. This figure peaked to about 190 GH which is the rough equivalent of 35 GTX 980Ti. Around 130 CPU cores were reserved solely for GPU unfriendly algorithms, this burst to maximum of 300 cores for a short period. An additional 100 CPU cores were used for all other algorithms which peaked to 250 cores.</span></div>
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<span style="background-color: transparent; color: black; font-family: "calibri"; font-size: 14.666666666666666px; font-style: normal; font-variant: normal; font-weight: 700; text-decoration: none; vertical-align: baseline;">Strategy</span></div>
<ul style="margin-bottom: 0pt; margin-top: 0pt; text-align: justify;">
<li dir="ltr" style="background-color: transparent; color: black; font-family: Arial; font-size: 14.6667px; font-style: normal; font-variant: normal; font-weight: 400; list-style-type: disc; text-decoration: none; vertical-align: baseline;"><div dir="ltr" style="line-height: 1.2; margin-bottom: 0pt; margin-top: 0pt;">
<span style="background-color: transparent; color: black; font-family: "calibri"; font-size: 14.666666666666666px; font-style: normal; font-variant: normal; font-weight: 400; text-decoration: none; vertical-align: baseline;">Free-for-all approach</span></div>
</li>
<li dir="ltr" style="background-color: transparent; color: black; font-family: Arial; font-size: 14.6667px; font-style: normal; font-variant: normal; font-weight: 400; list-style-type: disc; text-decoration: none; vertical-align: baseline;"><div dir="ltr" style="line-height: 1.2; margin-bottom: 0pt; margin-top: 0pt;">
<span style="background-color: transparent; color: black; font-family: "calibri"; font-size: 14.666666666666666px; font-style: normal; font-variant: normal; font-weight: 400; text-decoration: none; vertical-align: baseline;">Have fun</span></div>
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<li dir="ltr" style="background-color: transparent; color: black; font-family: Arial; font-size: 14.6667px; font-style: normal; font-variant: normal; font-weight: 400; list-style-type: disc; text-decoration: none; vertical-align: baseline;"><div dir="ltr" style="line-height: 1.2; margin-bottom: 0pt; margin-top: 0pt;">
<span style="background-color: transparent; color: black; font-family: "calibri"; font-size: 14.666666666666666px; font-style: normal; font-variant: normal; font-weight: 400; text-decoration: none; vertical-align: baseline;">Utilize resources efficiently </span></div>
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<span style="background-color: transparent; color: black; font-family: "calibri"; font-size: 14.666666666666666px; font-style: normal; font-variant: normal; font-weight: 400; text-decoration: none; vertical-align: baseline;">Surprise the other teams</span></div>
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<div dir="ltr" style="line-height: 1.38; margin-bottom: 10pt; margin-top: 0pt; text-align: justify;">
<span style="background-color: transparent; color: black; font-family: "calibri"; font-size: 14.666666666666666px; font-style: normal; font-variant: normal; font-weight: 700; text-decoration: none; vertical-align: baseline;">Before the contest</span></div>
<div dir="ltr" style="line-height: 1.2; margin-bottom: 0pt; margin-top: 0pt; text-align: justify;">
<span style="background-color: transparent; color: black; font-family: "calibri"; font-size: 14.666666666666666px; font-style: normal; font-variant: normal; font-weight: 400; text-decoration: none; vertical-align: baseline;">We redeveloped our hash management system and ensured it was fully functional prior to the contest. In addition we had the pleasure of beta testing a personal project of one of our members. An improved distributed hashcat system dubbed Hashtopussy, (a fork of the hashtopus project) with numerous improvements including; a revamped interface, multi-user and user-rights-management support, optimized hash handling and of course support for Hashcat3. Keep an eye out for this project, as it will be released soon.</span></div>
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<div dir="ltr" style="line-height: 1.2; margin-bottom: 0pt; margin-top: 0pt; text-align: justify;">
<span style="background-color: transparent; color: black; font-family: "calibri"; font-size: 14.666666666666666px; font-style: normal; font-variant: normal; font-weight: 400; text-decoration: none; vertical-align: baseline;">Hashtopussy instances were deployed and allowed the team to remotely manage, voluntarily donate compute cycles and deploy tasks across clusters of compute nodes and streamline the cracking process. As hashcat is now open source (big thanks to the hashcat developers), we were able to easily apply minor changes to ensure it played nicely in a distributed environment.</span></div>
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<div dir="ltr" style="line-height: 1.38; margin-bottom: 10pt; margin-top: 0pt; text-align: justify;">
<span style="background-color: transparent; color: black; font-family: "calibri"; font-size: 14.666666666666666px; font-style: normal; font-variant: normal; font-weight: 700; text-decoration: none; vertical-align: baseline;">During the contest</span></div>
<div dir="ltr" style="line-height: 1.2; margin-bottom: 0pt; margin-top: 0pt; text-align: justify;">
<span style="background-color: transparent; color: black; font-family: "calibri"; font-size: 14.666666666666666px; font-style: normal; font-variant: normal; font-weight: 400; text-decoration: none; vertical-align: baseline;">We started off by probing all algorithms looking, for any signs of patterns and tackled the bcrypts immediately by running extremely simple checks against common passwords. We recovered about 20 bcrypts within the first hour on our CPU cluster and were able to feed it with enough test candidates allowing us yield hits consistently.</span></div>
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<div dir="ltr" style="line-height: 1.2; margin-bottom: 0pt; margin-top: 0pt; text-align: justify;">
<span style="background-color: transparent; color: black; font-family: "calibri"; font-size: 14.666666666666666px; font-style: normal; font-variant: normal; font-weight: 400; text-decoration: none; vertical-align: baseline;">MDXfind was used to quickly test algorithms which hashcat couldn’t initially handle namely DCC, with Waffle quickly adding WBB support. Once we knew these hashes were valid, support for both these algorithms were swiftly added to hashcat.</span></div>
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<div dir="ltr" style="line-height: 1.2; margin-bottom: 0pt; margin-top: 0pt; text-align: justify;">
<span style="background-color: transparent; color: black; font-family: "calibri"; font-size: 14.666666666666666px; font-style: normal; font-variant: normal; font-weight: 400; text-decoration: none; vertical-align: baseline;">As there is already a write-up regarding the patterns for the generated hashes we won’t go into them, other than saying we spotted some and missed others and discovered some too late into the contest. 11 hours into the contest and we had hits for every algorithm except phpbb3_gen which we didn’t waste too much time pursuing. This was a pretty good starting point and kept us busy through the remainder of the time.</span></div>
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<div dir="ltr" style="line-height: 1.2; margin-bottom: 0pt; margin-top: 0pt; text-align: justify;">
<span style="background-color: transparent; color: black; font-family: "calibri"; font-size: 14.666666666666666px; font-style: normal; font-variant: normal; font-weight: 400; text-decoration: none; vertical-align: baseline;">To make it up to some individuals who have complained that our large submission towards the end of the contest would have skewed any pretty graphs, we have decided to provide analytics gathered by our hash management system. The graphs should reflect the actual crack progression for each individual hashlist throughout the contest. This should provide some insight on how we tackled each hashlist.</span></div>
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<span style="background-color: transparent; color: black; font-family: "calibri"; font-size: 14.666666666666666px; font-style: normal; font-variant: normal; font-weight: 400; text-decoration: none; vertical-align: baseline;"><img alt="D:\Hashes\Plains\chart(3).png" height="488" src="https://lh4.googleusercontent.com/gTsIOV0ILfqB7CYG27HqgMdhwhLHVZMDU8h3S9EV8rekZ3vDWqhBa8RgZNvcgfrL17Ky72qQazd0Lrpm88S53XAXSPnMpZXZwT1cyn56dCipDdyqcBgEhNqfi_2Vl-gt8ZFoySs5wMymRoZwDg" style="border: medium none; transform: rotate(0rad);" width="531" /></span></div>
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<span style="background-color: transparent; color: black; font-family: "calibri"; font-size: 14.666666666666666px; font-style: normal; font-variant: normal; font-weight: 400; text-decoration: none; vertical-align: baseline;"><img alt="D:\Hashes\Plains\chart(4).png" height="490" src="https://lh4.googleusercontent.com/rxcNzAB312PtduXkw3W-A6tCByfUnFB8g76EoFApcIW9MDlY4ZFrXIJsTwzzRt_HfWhwIlScEq0lDjXi-IWZV7oKWeg35wASirefS8ssGpieM66cdC4Gx2A1LsIjjkjNEM8RXPOkmOmO2jQIxg" style="border: medium none; transform: rotate(0rad);" width="490" /></span></div>
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<span style="background-color: transparent; color: black; font-family: "calibri"; font-size: 14.666666666666666px; font-style: normal; font-variant: normal; font-weight: 400; text-decoration: none; vertical-align: baseline;"><img alt="D:\Hashes\Plains\chart(5).png" height="449" src="https://lh5.googleusercontent.com/Ij6cTp5rw1RLlqqx-iTMzrP0RmokHjvauSnIsi5FAtT1xRJsXkTDix89RkSqev-UEe0W0QxfOuSeLgN37jutIgI4zbwbIh6XStNcFROjimFp5jqTeodtN5dEnnIWq1GtrRR_VtSF0ONKw3o6FQ" style="border: medium none; transform: rotate(0rad);" width="449" /></span></div>
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<span style="background-color: transparent; color: black; font-family: "calibri"; font-size: 14.666666666666666px; font-style: normal; font-variant: normal; font-weight: 700; text-decoration: none; vertical-align: baseline;">Graphs for real hashlists</span></div>
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<span style="background-color: transparent; color: black; font-family: "calibri"; font-size: 14.666666666666666px; font-style: normal; font-variant: normal; font-weight: 400; text-decoration: none; vertical-align: baseline;"><img height="266" src="https://lh5.googleusercontent.com/tRY2ocj0hIF5IvN-42snbNudA03iECmUk1bS65V-tpASNFvYVlrIzJCdYwf034YW1vWbrWF-aA_hPagWOGjcOdtOnrnMoyjSxpi5NzDzb9hyNfZhj4bj-We4TrFMs1rTDEqKNHun" style="border: medium none; transform: rotate(0rad);" width="400" /></span><span style="background-color: transparent; color: black; font-family: "calibri"; font-size: 14.666666666666666px; font-style: normal; font-variant: normal; font-weight: 400; text-decoration: none; vertical-align: baseline;"><img height="253" src="https://lh3.googleusercontent.com/PeMObFMjGzQpDs503LKgvCacmA_Db8ZYBeRtG8Iwn78IOWov5DjV_NhlGUQZspQVPRdwDzOio-pnP6aIA-cb4m_q7iV7h4NUXfFMJ2VtQnH2iQhKpMbvO7xtqeaaSZzNm922u8Yp" style="border: medium none; transform: rotate(0rad);" width="400" /></span></div>
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<span style="background-color: transparent; color: black; font-family: "calibri"; font-size: 14.666666666666666px; font-style: normal; font-variant: normal; font-weight: 400; text-decoration: none; vertical-align: baseline;"><img height="265" src="https://lh3.googleusercontent.com/CTNU4IZ34sKaSEQOsEXe8N-s38w2ohl5e4yidhR9hSnd6BbRSWqqo43ub9XQZg4CPDKzKTUkerPiigMUcqrYQup25yW4nyzB9Uvqkf2wQ1_ZH8O___bFmdDMKtqv9r1COhDQPTWb" style="border: medium none; transform: rotate(0rad);" width="400" /></span><span style="background-color: transparent; color: black; font-family: "calibri"; font-size: 14.666666666666666px; font-style: normal; font-variant: normal; font-weight: 400; text-decoration: none; vertical-align: baseline;"><img height="266" src="https://lh6.googleusercontent.com/vJsPco52hk-HuA1nhRkWC1DUm2E11E_1mO2mBEaRQPrPB65VjvGEuJJijaeSNpk3KFcx7s9vql91TuZjpFSPB758_jZ71ekQFVwKDtVV77ggLA3h3xgnguNJ0TwYDv2yKF-IIMRG" style="border: medium none; transform: rotate(0rad);" width="400" /></span></div>
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<span style="background-color: transparent; color: black; font-family: "calibri"; font-size: 14.666666666666666px; font-style: normal; font-variant: normal; font-weight: 400; text-decoration: none; vertical-align: baseline;"><img height="266" src="https://lh4.googleusercontent.com/Vwdj554RS_9BaD3a1c9LJyz0ivY_bOnPxZywsCihXIhPVs9LmCUtgZMbm7nQqgksgOfBoiuileklpq2ZilG9CxSKLcPZQ8nbsklTc9KY3fISiPHXQ3dDy9Dt_g323vdtt-L2aFyV" style="border: medium none; transform: rotate(0rad);" width="400" /></span><span style="background-color: transparent; color: black; font-family: "calibri"; font-size: 14.666666666666666px; font-style: normal; font-variant: normal; font-weight: 400; text-decoration: none; vertical-align: baseline;"><img height="266" src="https://lh4.googleusercontent.com/u9Wf3fWkbZNb3M59OS06VEhyuc9msqHfbZ3eTpvGDad4gUGyF8qXJeDiQbYB5sNkVoHZUAVKcyNkHEnjPgssAhFBCe7eagW70MEL4jEIVCWDSHsZjpvvjsFCpo-vSSsy3enPOOj0" style="border: medium none; transform: rotate(0rad);" width="400" /></span></div>
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<span style="background-color: transparent; color: black; font-family: "calibri"; font-size: 14.666666666666666px; font-style: normal; font-variant: normal; font-weight: 400; text-decoration: none; vertical-align: baseline;"><img height="263" src="https://lh6.googleusercontent.com/hnipY75UbnUn4XOIw2gREj8qIVktBuTA3p3eYvEEUwYXOLZ9pipb93JJiB_ubXrYjXmP4V9bg3SbaGsLJfIapltaN1OGfC1sZWWNna3lpR7cStQuytf-fNX6pi6IotYN3cy8DyZs" style="border: medium none; transform: rotate(0rad);" width="400" /></span><span style="background-color: transparent; color: black; font-family: "calibri"; font-size: 14.666666666666666px; font-style: normal; font-variant: normal; font-weight: 400; text-decoration: none; vertical-align: baseline;"><img height="265" src="https://lh6.googleusercontent.com/9EaaqNj_-lQyXqLF2gtXzCWpCKXA7yeagxUTopNnO_MRMUlRjtIT7qvtrSaL5U7bJZyC1w3GHV332PGV3FneiJGk2mDRaYkXWIhaMF7HmRP7iZ9YsQZ6Ir6z0tKDFwv_y17b_nQt" style="border: medium none; transform: rotate(0rad);" width="400" /></span></div>
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<span style="background-color: transparent; color: black; font-family: "calibri"; font-size: 14.666666666666666px; font-style: normal; font-variant: normal; font-weight: 400; text-decoration: none; vertical-align: baseline;"><img height="266" src="https://lh6.googleusercontent.com/aKUUuaZQ5Ks94iVWDEn8YPPi5MAMmbMu4MqvX4iW8i8pGOotRZpEkECKiN32Tw8M5yTJ1oDhf8hPKcFhSBry5UvRSoeu21wv65dpW6VStmN3CMRX5eqJwjKes3-k2xQI-QLcPRoM" style="border: medium none; transform: rotate(0rad);" width="400" /></span><span style="background-color: transparent; color: black; font-family: "calibri"; font-size: 14.666666666666666px; font-style: normal; font-variant: normal; font-weight: 400; text-decoration: none; vertical-align: baseline;"><img height="266" src="https://lh5.googleusercontent.com/-pGWs-8G_xDbi8lE7Z13xmKqzYUoWDVtqnw8nPT91tgb8VUh8xopX7K8ZLuaj6Gbs6BW78mO0eUi1hALbGNZ_uAwV1EriSp0pEkygXkueeIIVN2daahs3Y4oMpvuIdzHDGlQvIkd" style="border: medium none; transform: rotate(0rad);" width="400" /></span><span style="background-color: transparent; color: black; font-family: "calibri"; font-size: 14.666666666666666px; font-style: normal; font-variant: normal; font-weight: 400; text-decoration: none; vertical-align: baseline;"><img height="266" src="https://lh3.googleusercontent.com/L065TQkBJICiYMCfvrtk_DlL9r-UfiehtbgrIK1_PshP5w2EKlfVtfkLM5lZovZtPP7xmOHJZxM8up4cOjT52ROy2pcWovdgkvMEnt2qztVviqZQ6gQ-4kWqZaz7nUW2ls1Z7KgO" style="border: medium none; transform: rotate(0rad);" width="400" /></span><span style="background-color: transparent; color: black; font-family: "calibri"; font-size: 14.666666666666666px; font-style: normal; font-variant: normal; font-weight: 400; text-decoration: none; vertical-align: baseline;"><img height="265" src="https://lh3.googleusercontent.com/uuFXwq8zyhe1eLGk8XAyrqtm-QVPLzKYfL3wdNb6xYETK6bSiH5KFH1pRrhPkqiWIV7PLpghIhSfEB_kfEEfkPDif3euVuQ6LpKlEhLCBqeD-_9ONPbadNbyAGbkew6AeGN4O6dZ" style="border: medium none; transform: rotate(0rad);" width="400" /></span></div>
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<span style="background-color: transparent; color: black; font-family: "calibri"; font-size: 14.666666666666666px; font-style: normal; font-variant: normal; font-weight: 400; text-decoration: none; vertical-align: baseline;"><img height="266" src="https://lh5.googleusercontent.com/Dv1Ldff8EdEmXKIZRCTqLQG5SdjmVkNYi4p6IA62HQsW5kKaxxkZI0XZKTUyNmuqhTw7wk4UFQ45k7GmQ71SjCO2wwAnUl7HGla6SomK9B3WmO2FwFsP1kbaQFtJb4JoDav9TeDY" style="border: medium none; transform: rotate(0rad);" width="400" /></span><span style="background-color: transparent; color: black; font-family: "calibri"; font-size: 14.666666666666666px; font-style: normal; font-variant: normal; font-weight: 400; text-decoration: none; vertical-align: baseline;"><img height="265" src="https://lh6.googleusercontent.com/j5TQGPAAPTJKyh1RP88mbX76EFOaRZZbyAj9-0LEFI2OY4nkteMk7Q9gzYSAGND4hj_xkEo0c96xMtZN85qRbwO4BxIuxyv2kuCyKviNKYSa39J5WSS6WWTeJfbKDefQ9CzHYZq_" style="border: medium none; transform: rotate(0rad);" width="400" /></span></div>
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<span style="background-color: transparent; color: black; font-family: "calibri"; font-size: 14.666666666666666px; font-style: normal; font-variant: normal; font-weight: 400; text-decoration: none; vertical-align: baseline;"><img height="266" src="https://lh4.googleusercontent.com/ymowYODJri7_H4MmjbGxVLy58eZ451Mn6GYocwoviLv1sORzTUlBdHQvdEM0GAcEclK7uKD3G-rOjsFanqUASh6uJWDPHkJ8p2XztxsEITaMCfCjND8mNmzsTh2z8xYZ2o8QcIw0" style="border: medium none; transform: rotate(0rad);" width="400" /></span></div>
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<span style="background-color: transparent; color: black; font-family: "calibri"; font-size: 14.666666666666666px; font-style: normal; font-variant: normal; font-weight: 700; text-decoration: none; vertical-align: baseline;">Graphs for generated hashlists</span><br />
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<span style="background-color: transparent; color: black; font-family: "calibri"; font-size: 14.666666666666666px; font-style: normal; font-variant: normal; font-weight: 700; text-decoration: none; vertical-align: baseline;"><img height="266" src="https://lh4.googleusercontent.com/FY_hzopqkKIhjhDZ53Ma4yyPNHbh3AjmxXB4QUq-T0aNApmg1Vi4xM3BBTfSAttUpKpPmSHEIy1dD0PY2MkTpLndPF1xa0I7LtgPJiPc9yndWLwuFpm53gsdS0wcOs66bya61pct" style="border: medium none; transform: rotate(0rad);" width="400" /></span><span style="background-color: transparent; color: black; font-family: "calibri"; font-size: 14.666666666666666px; font-style: normal; font-variant: normal; font-weight: 700; text-decoration: none; vertical-align: baseline;"><img height="267" src="https://lh5.googleusercontent.com/CJ8Jmg9ox8QQCbQHMr8-TT34OLYnnHu_Dt-ec8kI5-st8M9qNEttfIyP44nU0xT2t-5-78tQBvUrR7W0Bf4Fwv9ichQ1uo6MyCeGKPh5BeA5wnxm-rJk-E9sPN7F3A3nu9kCJUMz" style="border: medium none; transform: rotate(0rad);" width="400" /></span></div>
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<span style="background-color: transparent; color: black; font-family: "calibri"; font-size: 14.666666666666666px; font-style: normal; font-variant: normal; font-weight: 700; text-decoration: none; vertical-align: baseline;"><img height="265" src="https://lh4.googleusercontent.com/hNszSi83Tp5qNwXwuO8UDsJwY9Xnfp18cAS_RBTRUC6vB4msV6gBmFp76fwnmjuKqWNIl_xEQUmViDsJS1PQB7TwumfVDlT49XwmJPNYAmrigDBFy4nH1oH4IkS1iO2H9swwlVoW" style="border: medium none; transform: rotate(0rad);" width="400" /></span><span style="background-color: transparent; color: black; font-family: "calibri"; font-size: 14.666666666666666px; font-style: normal; font-variant: normal; font-weight: 700; text-decoration: none; vertical-align: baseline;"><img height="266" src="https://lh6.googleusercontent.com/mni_Rmw3a4m9D7Hi7UfsgfTHE0l0wbNNdV3REW50VchA9TJMBdIDr1KQZtfv7D_NUQktiWELOB0g-LlYtYB8HXJKXRhrffOb6PmBuvq3pNOXip1DITl7Qm4Xa603blkeABG6RFpo" style="border: medium none; transform: rotate(0rad);" width="400" /></span></div>
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<span style="background-color: transparent; color: black; font-family: "calibri"; font-size: 14.666666666666666px; font-style: normal; font-variant: normal; font-weight: 700; text-decoration: none; vertical-align: baseline;"><img height="266" src="https://lh4.googleusercontent.com/Gh-qBNTeUM4uw88FjI8UnWWJJZJG83ULHyazj8h-0HX4nAZ32rdFEbMHrhzThCQrt8JAfahO5l2ySfLOTJDcrph6m5avZ9lWAmjBWMB33xM-uhny_2nLioZdcg9kS78VkVtI8T_M" style="border: medium none; transform: rotate(0rad);" width="400" /></span><span style="background-color: transparent; color: black; font-family: "calibri"; font-size: 14.666666666666666px; font-style: normal; font-variant: normal; font-weight: 700; text-decoration: none; vertical-align: baseline;"><img height="262" src="https://lh3.googleusercontent.com/_0wvZYAGRGlr-KDugfAHtBMx8zR6Dkv-cOX960mQdX2ksMtAMgy_i5x1ja-PiH3hHTdGXIBXPzJuqvrCdGt0vCyxrdYYOxYzSZ29bi7dVy2rYsVA5_AX30kdqMP9i5z3QjvuhfGh" style="border: medium none; transform: rotate(0rad);" width="400" /></span></div>
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<span style="background-color: transparent; color: black; font-family: "calibri"; font-size: 14.666666666666666px; font-style: normal; font-variant: normal; font-weight: 700; text-decoration: none; vertical-align: baseline;"><img height="265" src="https://lh3.googleusercontent.com/j5wKEqlnIszjQCUhC8nD1siXvYwGcEikvXMsMPJIGfHCryffLvXQsf0KRKU_quzyLmKOfeYGHtkqiW9bRvK-kGdKOUC_JHCPv1k6DBlT_RTDctR_Yo1YSR8cUBSknY2hUIogKxIQ" style="border: medium none; transform: rotate(0rad);" width="400" /></span><span style="background-color: transparent; color: black; font-family: "calibri"; font-size: 14.666666666666666px; font-style: normal; font-variant: normal; font-weight: 700; text-decoration: none; vertical-align: baseline;"><img height="266" src="https://lh6.googleusercontent.com/iSWYXyapE13_K7qTMJ9JovZrhOelTGR6ZLHvATtzWARKb3Vw3PeS6u_xj_47p4FGNZjEha6Jtur9MejFfg0JAXLK0fONAP8EEcxWxGIc8YcwJ29eZ4oqOTtOHXQNP6y1KDMjju_E" style="border: medium none; transform: rotate(0rad);" width="400" /></span></div>
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<span style="background-color: transparent; color: black; font-family: "calibri"; font-size: 14.666666666666666px; font-style: normal; font-variant: normal; font-weight: 700; text-decoration: none; vertical-align: baseline;"><img height="266" src="https://lh5.googleusercontent.com/kxygtFXI_6nTah0AVNYSFbrLzGdGWurXhRw-INZ9xDx8vCX8-nT21rG5NxJvM1GGydvcXHydcD-snMoisAceZ4K2oBnic9wavLuQGrOZy0iureYyjzW_HNd6K46Zq6O9CU9nIv4k" style="border: medium none; transform: rotate(0rad);" width="400" /></span></div>
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<span style="background-color: transparent; color: black; font-family: "calibri"; font-size: 14.666666666666666px; font-style: normal; font-variant: normal; font-weight: 700; text-decoration: none; vertical-align: baseline;">Interesting observations</span></div>
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<span style="background-color: transparent; color: black; font-family: "calibri"; font-size: 14.666666666666666px; font-style: normal; font-variant: normal; font-weight: 400; text-decoration: none; vertical-align: baseline;">As a portion of the hashes were from the real environment there is always the chance the hashes are mislabeled. We identified some DoubleMD5 labelled as MD5, these hashes tackled by cracking the initial MD5 list as DoubleMD5 then performing a single MD5 on the password prior to submission. We also identified vBulletin <3.8.5 hashes which were mislabeled MD5:pass with the salt being the plain for this MD5, there was no possible way to submit these since they were technically solved.</span></div>
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<span style="background-color: transparent; color: black; font-family: "calibri"; font-size: 14.666666666666666px; font-style: normal; font-variant: normal; font-weight: 400; text-decoration: none; vertical-align: baseline;">Once again since there were real world hashes, sometimes hashes become corrupted during extraction or transport. A feature of hashcat is that does not match every bit of the hash, allowing it to essentially detect a mistyped hash. We encountered a small portion of these which we assumed were most likely corrupted. As there wasn’t a large number of these, we simply ignored them.</span></div>
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<span style="background-color: transparent; color: black; font-family: "calibri"; font-size: 14.666666666666666px; font-style: normal; font-variant: normal; font-weight: 400; text-decoration: none; vertical-align: baseline;"> </span></div>
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<span style="background-color: transparent; color: black; font-family: "calibri"; font-size: 14.666666666666666px; font-style: normal; font-variant: normal; font-weight: 400; text-decoration: none; vertical-align: baseline;">While GPUs are extremely powerful in parallel hash cracking, it was surprising to see that the top scorer in our team predominately used CPUs.</span></div>
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<span style="background-color: transparent; color: black; font-family: "calibri"; font-size: 14.666666666666666px; font-style: normal; font-variant: normal; font-weight: 700; text-decoration: none; vertical-align: baseline;">Final remarks</span></div>
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<span style="background-color: transparent; color: black; font-family: "calibri"; font-size: 14.666666666666666px; font-style: normal; font-variant: normal; font-weight: 400; text-decoration: none; vertical-align: baseline;">A huge thanks to Bitcrack and Hashkiller for organizing an almost flawless contest, we had plenty of fun and very little sleep. We can only imagine the amount of time and effort put into arranging this contest to ensure it run so smoothly. Congratulations to Team Hashcat on their second place, glad we’re able to finally beat our rivals. Congratulations to the FCHC, I’m in your Wifi, LeakedSource and all other teams who participated. </span></div>
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Unknownnoreply@blogger.comtag:blogger.com,1999:blog-5717741750935093742.post-19483858129471309522016-07-07T11:42:00.000-07:002016-07-08T03:23:00.022-07:00Myspace hashes, length 10 and beyond<div class="separator" style="clear: both; text-align: center;">
<a href="https://blogger.googleusercontent.com/img/b/R29vZ2xl/AVvXsEj5yEuQ3X6RkZMs5Ady6QIu4sUF503ejWDylT7Bze87uvmvPTUSz4ZE6_whN5MWcLQy6IhzGsQvtMuILIAZO7lCyCMTrhXPvZ9CDFzJ-If7lUdhYoKHE8segFsvJz1Wsk_SZGVQEExcDaDq/s1600/CSP.png" imageanchor="1" style="margin-left: 1em; margin-right: 1em;"><img border="0" height="235" src="https://blogger.googleusercontent.com/img/b/R29vZ2xl/AVvXsEj5yEuQ3X6RkZMs5Ady6QIu4sUF503ejWDylT7Bze87uvmvPTUSz4ZE6_whN5MWcLQy6IhzGsQvtMuILIAZO7lCyCMTrhXPvZ9CDFzJ-If7lUdhYoKHE8segFsvJz1Wsk_SZGVQEExcDaDq/s320/CSP.png" width="320" /></a></div>
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<table align="center" border="1" cellpadding="0" cellspacing="0" center="" dir="ltr" style="border-collapse: collapse; border: 1px solid #ccc; font-family: arial,sans,sans-serif; font-size: 13px; table-layout: fixed;"><colgroup><col width="114"></col><col width="106"></col><col width="112"></col><col width="100"></col></colgroup><tbody>
<tr style="height: 21px;"><td style="border-left: 1px solid #000000; border-top: 1px solid #000000; padding: 2px 3px 2px 3px; vertical-align: bottom;"></td><td style="border-top: 1px solid #000000; padding: 2px 3px 2px 3px; vertical-align: bottom;"></td><td data-sheets-value="{"1":2,"2":"Recovered"}" style="border-top-color: rgb(0, 0, 0); border-top-style: solid; border-top-width: 1px; font-family: Arial; font-size: 100%; font-weight: bold; padding: 2px 3px; vertical-align: bottom; white-space: nowrap;">Recovered</td><td data-sheets-value="{"1":2,"2":"Percent"}" style="border-right-color: rgb(0, 0, 0); border-right-style: solid; border-right-width: 1px; border-top-color: rgb(0, 0, 0); border-top-style: solid; border-top-width: 1px; font-family: Arial; font-size: 100%; font-weight: bold; padding: 2px 3px; vertical-align: bottom; white-space: nowrap;">Percent</td></tr>
<tr style="height: 21px;"><td data-sheets-value="{"1":2,"2":"Total"}" style="border-left-color: rgb(0, 0, 0); border-left-style: solid; border-left-width: 1px; font-family: Arial; font-size: 100%; font-weight: bold; padding: 2px 3px; vertical-align: bottom; white-space: nowrap;">Total</td><td data-sheets-numberformat="[null,2,"#,##0",1]" data-sheets-value="{"1":3,"3":360213049}" style="font-family: Arial; font-size: 100%; padding: 2px 3px; text-align: right; vertical-align: bottom; white-space: nowrap;">360,213,049</td><td style="padding: 2px 3px 2px 3px; vertical-align: bottom;"></td><td style="border-right: 1px solid #000000; padding: 2px 3px 2px 3px; vertical-align: bottom;"></td></tr>
<tr style="height: 21px;"><td data-sheets-value="{"1":2,"2":"Usable data"}" style="border-left: 1px solid #000000; font-size: 100%; font-weight: bold; padding: 2px 3px 2px 3px; vertical-align: bottom;">Usable data</td><td data-sheets-numberformat="[null,2,"#,##0",1]" data-sheets-value="{"1":3,"3":359005905}" style="font-size: 100%; padding: 2px 3px 2px 3px; text-align: right; vertical-align: bottom;">359,005,905</td><td data-sheets-numberformat="[null,2,"#,##0",1]" data-sheets-value="{"1":3,"3":355886686}" style="padding: 2px 3px 2px 3px; text-align: right; vertical-align: bottom;">355,886,686</td><td data-sheets-numberformat="[null,3,"0.00%",1]" data-sheets-value="{"1":3,"3":0.9913}" style="border-right: 1px solid #000000; font-size: 100%; padding: 2px 3px 2px 3px; text-align: right; vertical-align: bottom;">99.13%</td></tr>
<tr style="height: 21px;"><td data-sheets-value="{"1":2,"2":"Unique"}" style="border-left-color: rgb(0, 0, 0); border-left-style: solid; border-left-width: 1px; font-family: Arial; font-size: 100%; font-weight: bold; padding: 2px 3px; vertical-align: bottom; white-space: nowrap;">Unique</td><td data-sheets-numberformat="[null,2,"#,##0",1]" data-sheets-value="{"1":3,"3":116822086}" style="font-family: Arial; font-size: 100%; padding: 2px 3px; text-align: right; vertical-align: bottom; white-space: nowrap;">116,822,086</td><td data-sheets-numberformat="[null,2,"#,##0",1]" data-sheets-value="{"1":3,"3":113830176}" style="font-family: Arial; font-size: 100%; padding: 2px 3px; text-align: right; vertical-align: bottom; white-space: nowrap;">113,830,176</td><td data-sheets-formula="=R[0]C[-1]/R[0]C[-2]" data-sheets-numberformat="[null,3,"0%",1]" data-sheets-value="{"1":3,"3":0.974389175005829}" style="border-right-color: rgb(0, 0, 0); border-right-style: solid; border-right-width: 1px; font-family: Arial; font-size: 100%; padding: 2px 3px; text-align: right; vertical-align: bottom; white-space: nowrap;">97%</td></tr>
<tr style="height: 21px;"><td style="border-left: 1px solid #000000; padding: 2px 3px 2px 3px; vertical-align: bottom;"></td><td data-sheets-numberformat="[null,2,"#,##0",1]" style="padding: 2px 3px 2px 3px; vertical-align: bottom;"></td><td style="padding: 2px 3px 2px 3px; vertical-align: bottom;"></td><td style="border-right: 1px solid #000000; padding: 2px 3px 2px 3px; vertical-align: bottom;"></td></tr>
<tr style="height: 21px;"><td data-sheets-value="{"1":2,"2":"Salted hashes"}" style="border-left-color: rgb(0, 0, 0); border-left-style: solid; border-left-width: 1px; font-family: Arial; font-size: 100%; font-weight: bold; padding: 2px 3px; vertical-align: bottom; white-space: nowrap;">Salted hashes</td><td data-sheets-numberformat="[null,2,"#,##0",1]" data-sheets-value="{"1":3,"3":68494253}" style="font-family: Arial; font-size: 100%; padding: 2px 3px 2px 3px; text-align: right; vertical-align: bottom;">68,494,253</td><td style="padding: 2px 3px 2px 3px; vertical-align: bottom;"></td><td style="border-right: 1px solid #000000; padding: 2px 3px 2px 3px; vertical-align: bottom;"></td></tr>
<tr style="height: 21px;"><td data-sheets-value="{"1":2,"2":"Salted pairs"}" style="border-left-color: rgb(0, 0, 0); border-left-style: solid; border-left-width: 1px; font-family: Arial; font-size: 100%; font-weight: bold; padding: 2px 3px; vertical-align: bottom; white-space: nowrap;">Salted pairs</td><td data-sheets-numberformat="[null,2,"#,##0",1]" data-sheets-value="{"1":3,"3":66099059}" style="font-family: Arial; font-size: 100%; padding: 2px 3px; text-align: right; vertical-align: bottom; white-space: nowrap;">66,099,059</td><td data-sheets-formula="=R[3]C[0]+R[2]C[0]" data-sheets-numberformat="{"1":2,"2":"#,##0","3":1}" data-sheets-value="{"1":3,"3":47120453}" style="font-family: Arial; font-size: 100%; padding: 2px 3px; text-align: right; vertical-align: bottom; white-space: nowrap;">47,120,453</td><td data-sheets-formula="=R[0]C[-1]/R[0]C[-2]" data-sheets-numberformat="[null,3,"0.00%",1]" data-sheets-value="{"1":3,"3":0.7128763058487716}" style="border-right-color: rgb(0, 0, 0); border-right-style: solid; border-right-width: 1px; font-family: Arial; font-size: 100%; padding: 2px 3px; text-align: right; vertical-align: bottom; white-space: nowrap;">71.29%</td></tr>
<tr style="height: 21px;"><td style="border-left: 1px solid #000000; padding: 2px 3px 2px 3px; vertical-align: bottom;"></td><td data-sheets-numberformat="[null,2,"#,##0",1]" style="padding: 2px 3px 2px 3px; vertical-align: bottom;"></td><td style="padding: 2px 3px 2px 3px; vertical-align: bottom;"></td><td style="border-right: 1px solid #000000; padding: 2px 3px 2px 3px; vertical-align: bottom;"></td></tr>
<tr style="height: 21px;"><td data-sheets-value="{"1":2,"2":"non-user pass"}" style="border-left: 1px solid #000000; font-size: 100%; font-weight: bold; padding: 2px 3px 2px 3px; vertical-align: bottom;">non-user pass</td><td data-sheets-numberformat="[null,2,"#,##0",1]" data-sheets-value="{"1":3,"3":14412299}" style="font-size: 100%; padding: 2px 3px 2px 3px; text-align: right; vertical-align: bottom;">14,412,299</td><td data-sheets-formula="=R[0]C[-1]-14406468" data-sheets-numberformat="[null,2,"#,##0",1]" data-sheets-value="{"1":3,"3":5831}" style="font-size: 100%; padding: 2px 3px 2px 3px; text-align: right; vertical-align: bottom;">5,831</td><td data-sheets-formula="=R[0]C[-1]/R[0]C[-2]" data-sheets-numberformat="[null,3,"0.00%",1]" data-sheets-value="{"1":3,"3":0.00040458500063036436}" style="border-right: 1px solid #000000; font-size: 100%; padding: 2px 3px 2px 3px; text-align: right; vertical-align: bottom;">0.04%</td></tr>
<tr style="height: 21px;"><td data-sheets-value="{"1":2,"2":"meaningful passes"}" style="border-bottom: 1px solid #000000; border-left: 1px solid #000000; font-size: 100%; font-weight: bold; padding: 2px 3px 2px 3px; vertical-align: bottom;">meaningful passes</td><td data-sheets-formula="=R[-3]C[0]-R[-1]C[0]" data-sheets-numberformat="[null,2,"#,##0",1]" data-sheets-value="{"1":3,"3":51686760}" style="border-bottom: 1px solid #000000; font-size: 100%; padding: 2px 3px 2px 3px; text-align: right; vertical-align: bottom;">51,686,760</td><td data-sheets-formula="=R[0]C[-1]-4572138" data-sheets-numberformat="{"1":2,"2":"#,##0","3":1}" data-sheets-value="{"1":3,"3":47114622}" style="border-bottom: 1px solid #000000; font-size: 100%; padding: 2px 3px 2px 3px; text-align: right; vertical-align: bottom;">47,114,622</td><td data-sheets-formula="=R[0]C[-1]/R[0]C[-2]" data-sheets-numberformat="[null,3,"0.00%",1]" data-sheets-value="{"1":3,"3":0.9115414082832818}" style="border-bottom: 1px solid #000000; border-right: 1px solid #000000; font-size: 100%; padding: 2px 3px 2px 3px; text-align: right; vertical-align: bottom;">91.15%</td></tr>
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<span style="font-family: "arial"; font-size: 14.6667px; line-height: 1.38; text-align: justify;">When we obtained the Myspace data, we didn’t think too much of it for several reasons. In addition to being a fairly old data-set, the passwords were also truncated to length ten and converted to lowercase prior to being hashed with the SHA-1 algorithm. This means that some of the passwords recovered would be ambiguous and incomplete. This is no longer the case for roughly 68M of the hashes.</span></div>
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<span style="font-family: "arial"; font-size: 14.6667px; vertical-align: baseline;">The total data-set of roughly 360,213,049 lines contained 359,005,905 usable hashes. This data was de-duplicated to 116,822,086 SHA-1 hashes. Roughly 97% of these hashes were recovered by our group, totaling to 113M hashes. As the passwords were all pre-processed before hashing, the plain-texts which we recovered did not exceed length ten and were all lower-cased. </span></div>
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<span style="font-family: "arial"; font-size: 14.6667px; vertical-align: baseline;">Since the plain-text passwords aren’t in their original form, they are not as interesting as it does not allow us to gather that much useful information from them. Being truncated, they do give us a glimpse of some longer passwords we may have previously not been able to recover.</span></div>
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<span style="font-family: "arial"; font-size: 14.6667px; vertical-align: baseline;">Interestingly, user </span><span style="color: #1155cc; font-family: "arial"; font-size: 14.6667px; text-decoration: underline; vertical-align: baseline;"><a href="https://hashes.org/forum/viewtopic.php?f=3&t=1715" style="text-decoration: none;">‘frekvent’ over at the hashes.org</a> </span><span style="font-family: "arial"; font-size: 14.6667px; vertical-align: baseline;">forum made an amazing discovery. It appears that for some users there exists an additional salted SHA-1 hash that contains the password in it’s original form, without being truncated or lower-cased. This hash is generated by salting the password with the userid prior to being hashed with SHA-1.</span></div>
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<span style="font-family: "arial"; font-size: 14.6667px; vertical-align: baseline;">Rather than directly recover the salted SHA-1 hashes, we can take a shortcut. This means for all those users who contain this secondary salted SHA-1 hash, we can now case correct it against the plain-text we previously recovered. It also means we can derive the actual password for these users prior to length ten truncation.</span></div>
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<span style="font-family: "arial"; font-size: 14.6667px; vertical-align: baseline;"><b>A generated example</b></span></div>
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<span style="font-family: "arial"; font-size: 14.6667px; vertical-align: baseline;"><b>UserID: </b>65535</span></div>
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<span style="font-family: "arial"; font-size: 14.6667px; vertical-align: baseline;"><b>Password:</b> Cynosureprime082!</span></div>
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<span style="font-family: "arial"; font-size: 14.6667px; vertical-align: baseline;"><b>First hash:</b></span></div>
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<span style="font-family: "arial"; vertical-align: baseline;"><i><span style="font-size: 14.6667px; line-height: 1.38;">(password is truncated to length 10 and </span><span style="font-size: 14.6667px; line-height: 20.24px;">lower cased</span><span style="font-size: 14.6667px; line-height: 1.38;">)</span></i></span></div>
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<span style="font-family: "arial"; font-size: 14.6667px; vertical-align: baseline;">cynosurepr->SHA1->6fba0c905ded07590fdbc4b0fa6eb17e565dd814</span></div>
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<span style="font-family: "arial"; font-size: 14.6667px; vertical-align: baseline;"><b>Second hash:</b></span></div>
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<span style="font-family: "arial"; font-size: 14.6667px; vertical-align: baseline;"><i style="font-size: medium; line-height: normal;"><span style="font-size: 14.6667px; line-height: 1.38;">(userid is applied as a salt to the unmodified password</span><span style="font-size: 14.6667px; line-height: 1.38;">)</span></i></span></div>
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<span style="font-family: "arial"; font-size: 14.6667px; line-height: 1.38;">Cynosureprime082!->SHA1($salt.$pass)->20c25cbb791bc0b7fcce739f42b682376057eb9e:65535</span></div>
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<span style="font-family: "arial"; font-size: 14.6667px; vertical-align: baseline;"><b>Stored as:</b></span></div>
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<span style="font-family: "arial"; font-size: 14.6667px; line-height: 1.38;">65535:email:</span><span style="font-family: "arial";"><span style="font-size: 14.6667px; line-height: 20.24px;">0x6FBA0C905DED07590FDBC4B0FA6EB17E565DD814:0x20C25CBB791BC0B7FCCE739F42B682376057EB9E</span></span></div>
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<span style="font-family: "arial"; font-size: 14.6667px; vertical-align: baseline;"><b>Step 1:</b> Recover 6fba0c905ded07590fdbc4b0fa6eb17e565dd814 as cynosurepr</span></div>
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<span style="font-family: "arial"; font-size: 14.6667px; vertical-align: baseline;"><b>Step 2:</b> Perform case toggling and length extension cynosureprA, cYnosureprBB, cyNosureprZZ etc etc and test against 20c25cbb791bc0b7fcce739f42b682376057eb9e:65535</span></div>
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<span style="font-family: "arial"; font-size: 14.6667px; vertical-align: baseline;">Out of the entire data-set, about 68M users contain the secondary salted SHA-1 password hash. Of these 68M users, we were able to pair 66M up with the recovered password. This 66M list was then divided into two groups, ‘non-user pass’ which are users containing system generated passwords (14M) and ‘meaningful passes’, those which belong to users (51.6M). We were only able to pair 66M of the total 68M hashes as we have not fully recovered all the SHA1 hashes, but only 97% of them.</span></div>
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<span style="font-family: "arial"; font-size: 14.6667px; vertical-align: baseline;">Using our tools we performed either a <i>case toggle </i>and/or <i>length extension</i> attack for each of the salted hash pairs. We have successfully verified over 45M plain-texts against their salted SHA-1 counterpart. The case toggle refers to toggling all passes length ten or less against the salted SHA-1. The length extension attack involves cycling through all possible characters and appending them to the plain-text derived from the recovered normal SHA1 and checking this against the salted SHA-1 hash.</span></div>
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<span style="font-family: "arial"; font-size: 14.6667px; vertical-align: baseline;">Having both variations of the password hashes has made cracking the longer passwords quite easy since we can first recover the length 10 representation and use this in length extension attacks to obtain the full length password. It would appear that the Myspace data may have some usefulness after all.</span><br />
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<span style="font-family: "arial"; font-size: 14.6667px; vertical-align: baseline;">Note: The salted hashes can be paired up with their corresponding plaintext data and arranged such that they can be recovered using off the shelf software. However, this won't work for case correction, you will also need to reparse the final output. </span></div>
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<br />Unknownnoreply@blogger.comtag:blogger.com,1999:blog-5717741750935093742.post-35849351015108673132015-09-11T19:00:00.000-07:002015-09-12T07:02:26.294-07:00CsP: Our take on the cracked AM passwords thus far<br />
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" 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<span style="font-family: Arial; font-size: 14.6667px; vertical-align: baseline;">We would like to present some statistics based on our current finds of roughly 11.7 million passwords. Firstly, we would like to state that we are predominantly targeting a 15 million subset of the 36 million potential passwords. Secondly, bear in mind that we still haven't cracked about 4 million tokens, all of which could affect the findings presented here. </span></div>
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<span style="font-family: Arial; font-size: 14.6667px; vertical-align: baseline;">Total password entries = 11,716,208</span></div>
<span style="font-family: Arial; font-size: 14.6667px; vertical-align: baseline;">Total unique password entries = 4,867,246</span><br />
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IONSDbAHDvtAfYj2WCjmHdXWDfkWB4LdWtJbNo2KpFsEAH70QD2U/X0TfvTCAf19BTEm2yuaosAoy3sd31RLNZqxQfR5qqWKha3X/qPZIMISDaA/Ug22MiWHTGvaikt5BQvrvQljFcf2cCGV4Sjw6rtgP1INtjImt6oZWi5vigWL65DjTgPHljr8vLyfKHdbp8DO3rx4sXz58+fPXsWLdk8e/bs+fPnL168iPt1AEmm6unr9qcRDurpkbq8vNw+Wpxb0mZzfVFcNNpIkAkWG1BF2YjKhleEo8N+NID9VD19ff5phIN6egpsSTZaf9Qi2cwfWQQckg0OjFXbAfupevrv559GOKinpyDWZLMILfOv59+oZDOfELVsyiHZ4JBINoD9SDbYaI/JRnUozRe22SKGaJO+Q+OFlzOm1sye2ohkgwjYjwawn5ZsPolwUE9PwR6Tzbw7SUsrrNSHY8J+NID9VD395fknEQ7q6SnYb5vNfApTqna1UxPL3pFsEAFrmwL2Wyabb38S4aCenoJ9jrNZtNYsZjLFtzsmyQYRkGwA+5FssJE9c6P2KXmvCAawAhhgP1VP/++3P4lwUE9PwbsnG30UMDti4oiRbAD7kWywEckGmCPZAPZT9dT79icRDurpKdhnb9RySZqHX5tHskEEy7VNI63azhUTMGCZbF58EuGgnp6C/c76Xg4aXkyRigfJBhGwajtgP5INNtrzSn0PMDcKR4W1TQH7qXr6by8+iXBQT0/BfudGzVcfjjnXkGwQCWubAvZbJpvf/zjCQT09BXvujYpxbI2OZIMISDaA/Ug22GjfvVFxttQskWwQAau2A/ZT9fRff//jCAf19BTsu82GWd84WqxtCtiPZIONSDbAHCuAAfZT9fRfvvVxhIN6egrYXQGYI9kA9iPZYCOSDTDH2qaA/Ug22Ohgs75jHUpMskEErAAG2E/V03/+vY8jHNTTU3DIlfrYXQFHhWQD2I9kg43YXQGYY21TwH6qnv7T730c4aCengKSDTDHCmCA/Ug22Gjfe32zbxSOFutkAPZT9fT/PP8owkE9PQX7HUGsD7WJc58Fkg0iINkA9iPZYKO99kbZsWlUQLJBJMwmBeyn6uk/Pv8owkE9PQUH6Y2KffMokg0iINkA9lsmm9ZHEQ7q6SnY/0p92mgbRhDjmCxnk37r4wgHV0zAAFVP3dZHEQ7q6Sk41BrEVzWSDY4M62QA9iPZYKO9JpvQWn2s1IejwmxSwH6qnv6i9VGEg3p6Cva/1/dueWbN2BzJR6GxOvJz2/5tkg0iINkA9lsmm29+FOGgnp6CeNtsrmrzAHN9UVRZ5vqiWKzVig+izVUtVSwWSTY4JGaTAvYj2WAjW8bZXF8U9WRzcXWh5ZjVRzYg2SACkg1gP1VP/+GbH0U4qKen4JBrEO+QbK612CIhR3tk5YG1Li8vzxfa7fY5sKMXL148f/782bNn0dbJePbs2fPnz1+8eBH36wCSTNXTf/jdDyMc1NMjdXl5uX0aOd/7OJsIY4cfhpZF881VTR6c/3dTstHt6RXhtLBOBmC/ZZtNpGRDPT0Fe0w21xcXUSZD6UNsFg/I91e1VPHiehFwSDY4MGaTAvZT9fTvf/fDCAf19BTsNdnMI8oOk6Suaqs/txxyI39IG2RMssEBkWwA+5FssNF+e6OKF9f6BKlNQSQ0l2r+8w8HE+tTpkg2OCTWyQDsp+rp//6dDyMc1NNTsN82m/lA31TtaqcgsnckG0TAbFLAfiQbbLTHZKOaYBbjfePbGJNkgwhINoD9SDbYaJ/Jxh7Je0UwgHUyAPupevrqdz6McFBPT0HMI4gPhGSDCJhNCthvmWy+8WGEg3p6CmIdQXwwJBtEwJwLwH4kG2zECGJgjmQD2E/V07/7xocRDurpKWAEMTDHyETAflqy+SDCQT09BYwgBuZINoD9VD19+Y0PIhzU01Ow12QT3hKT3igcE5INYD+SDTba89wokg2OF7NJAfstk83XP4hwUE9PwZ73+pahw4spUiQbHBPmXAD2U/V09vUPohzU0xNwkGRDmw2OEXMuAPuRbLDRPsfZLDbung+3iW9qFMkGUTDnArAfyQYb7SnZLMcOx7jy8BLJBhEwMhGwn6qnf/u1DyIc1NNTsJdk83BOVIxtNQskG0TAyETAfiQbbLSPZKOtyrdYgThmJBtEQLIB7Kfq6d987YMIRyLr6f3C3XbUz8dd8EPZR7JZjK8JgrjXHl4g2SAC+u8B+y2TTfP9CEfy6un9/f3t7W3Q+WTX4/b2NqnhZl/JZi3mRuGYkGwA+5FsdBJrfN+PkGx8309quNlXbxTJBkeP/nvAfqqe/nXz/QhHwurp/f3927dvPc8LOp/uenie9/btW5LN0UjeK4IBJBvAfiQb3d3d3c3Njeu6EZKN67o3Nzd3d3dxv4j9I9kAc4xMBOyn6un1V9+PcCSsnt7e3r558+bVq1cRks2rV6/evHmTmFOhI9kAcyQbwH4kG52cjZcvXwYdZ9fj5cuXSToVOpINMMfIRMB+JBudOhsRkk3CToWOZAPM0X8P2E/V07/66vsRjoTVUy3ZfLbrkbBToSPZAHMkG8B+y2Tz2+9HOBJWT7Vk8+Vdj4SdCh3JBpijlRuwH8lGR7JZy4Jkc1V7uPSNLI8TWshYVgPcdoEckg0iINkA9lP19C9/+/0IR8LqqTob959/edcjYadCF3OykY0ZrmqhZFOs1YoPos1VLVUsFkk2OCT67wH7LZPNs1yEI2H1VJ2Nu+9/tuuRsFOhs6DNJghWk83F1YWWY1Yf2SD2V4RjRCs3YD9VT//iWS7CkbB6qs7Gf37/s12PhJ0Kna3J5vp6GWRWHljr8vLyfKHdbp8DO3rx4sXz58+fPXsWLdk8e/bs+fPnL168iPt1AEmm6mm0ZJOweqrOxhd/+Nmux3GdisvLy+1DxbmtyWb56Py/m5KNLvZXhGNE/z1gP9psdOpsvP2es+uRsFOhszjZBFe1VPHievE/STY4MPrvAfupejr9Si7CkbB6qs6G/11n1yNhp0Jnc7KZT4iaf0OywYHxWRCwH8lGp87GzR84ux4JOxW6mJONZJcFyTDLZBNcXxRT+tckGxwQyQawH8lGp87Gf3zn012PhJ0KnRVtNnuXvFcEA5bJ5iu5CEeCLxOAPVQ9/fPfykU4ElZP1dl43f501yNhp0JHsgHm+CwI2I9ko1Nn49/PP931SNip0JFsgDmSDWA/VU//7LdyEY6E1VN1Nn757U92PRJ2KnQkG2COz4KA/Ug2OnU2vG9/suuRsFOhI9kAcyQbwH7LZPOb70U4ElZP1dn4txef7Hok7FToSDbAHJ8FAfupevqnv/lehCNh9VSdjX/9/Y93PRJ2KnQkG2COz4KA/Ug2OnU2/vlbH+96JOxU6Eg2wBzJBrDfMtn8xnsRjoTVU3U2/un3Pt71SNip0JFsgDk+CwL2U/X0f/3GexGOhNVTdTb+8flHux4JOxU6kg0wR7IB7Eey0amz8YvWR7seCTsVOpINMMcVE7Cfqqf/8zfei3AkrJ6qs/EP3/xo1yNhp0JHsgHmSDaA/Ug2OnU2/v53P9z1SNip0JFsgDmumID9lvW08V6EI2H1VJ2NV7/z4a5Hwk6FjmQDzJFsAPupevo/Gu9FOBJWT9XZ+LtvfLjrkbBToSPZAHN8FgTspyWbL0U4ElZP1dl4+fUPdj0Sdip0JBtgjs+CgP1INjp1Nv726x/seiTsVOhINrDI/cLddtTP7+XZuWIC9lP19L83vhThSFg9VWfjb772wa5Hwk6FjmQDW9zf39/e3gadT3c9bm9v9xJuuGIC9lvW01//UoQjYfVUnY2/br6/65GwU6Ej2cAKEmt83w86zq6H7/t7CTdcMQH7qXo6+fUvRTgSVk/V2firr76/65GwU6Ej2cAK9/f3b9++9Twv6Hx518PzvLdv3+4x2XDFBKxFPdWps/GXv/3+rkfCToWOZAMr3N3d3dzcuK77n3/42a6H67o3Nzd3d3fvWAaumID9qKc6dTb+4llu1yNhp0JHsoEVbm9v37x58+rVq5vvfLrr8erVqzdv3rx7/eSKCdhP1dM/+bUvRTgSVk/V2fjzr+R2PRJ2KnQkG1hB6ufLly9/+e1Pdj1evny5l/rJFROwH/VUp87Gn/1WbtcjYadCR7KBFVT9/Jdvfbzrsa/6yRUT2MauqzPsd4EGVU//2699KcKRsHqqzsaf/uZ7ux4JOxU6kg2soOrnL7750a7H3pONDVfMeG8ewGMir86wrwUaqKe6d9kThmRzZJL3ihLPht1PllfMX/2VCMceLxOLm8fOE+CDjrOv1X2AVWp1htvvfxbh2MsCDdTTtWeDZdN1JBtYwYb1piy5Yqqbx9vvORGOfa3uA6xSqzP88vyTCMdeFmhQ9fTnv/orEY6E1dN3WYWLZBOX64tiqnYlX1/VUsWL661+zeJXhPVU/Zx+JbfrsfdkE/sVU24eEYYc/cu3Pt7X6j7AKrU6Q4Re419886O9LNBAPV17Nv7k17+060GyiYtKNnrE2WzLV3T/DiK/JAvLYEMxbOgtXl4x/8uvRDj2VQx18/jbr30Q4djX6j6BBe+KZBTDhjLsqxhqdYbrr74f4djLAg3U07Vnw54hR/HWEXEcyWab5prLy8vzhXa7fQ4AABLhj/7oj7aPDuf2J5tUKrVDc00QBNu12dzd3X3xxRc3NzevX7/+5dZev359c3PzxRdfbJO1NxbDhjJYUgz1WfBnP/vZT37ykx/+8If/dZMf/vCHP/nJT372s59t+UHwEGU4aDF+/vOf//SnP/3xj3882MKPf/zjn/70pz//+c/3VQwb3hVHXQwbyrD3YoTqyI9+9KNt6siPfvSj7esI9fTQZ2PvpyKw480Z+mHbk03tYqeeqCCwZpyNDcWwoQyBHcWwoQwBxbCsDIEdxbChDIEdxbChDAHFsKwMQQKTzVVwfVHcevRwEBznv0SCyxDYUQwbyhBQDMvKENhRDBvKENhRDBvKEFAMy8oQJDLZBEFwVduhT8qSV2RDMWwoQ2BHMWwoQ0AxLCtDYEcxbChDYEcxbChDQDEsK0OQ1GSzU7b54z/+4wMWams2FMOGMgR2FMOGMgQUw7IyBHYUw4YyBHYUw4YyBBTDsjIEOxbD8mQDAACwA5INAABIDpINAABIDpINAABIDpINAABIDpINAABIDpINAABIDpINAOCd+L4fdxGAJZINACC60WiUy+Vms1ncBQHmSDYAgHfSarUsCTeTyaRarcZdiqDX63meF3cpThfJJgiCYDweq6/7/X6r1ZpOp4bL4Pt+u92Wr13XrVQqpVKp2+0aLsZkMlENy6PRqNVqDYdDw2Ww0Gw2G41GJ3up8jyv1+vJ19PptFKpVCoVvdaYod84x+Nxu902X0+Dhz0vo9EoljJMJpPRaKTKcHZ2Vq1WXdc1XxLFhnDj+361WlXv1bgMh8N8Ph/vqZCbSL1eN/+umEwm6rWPx+NWq9XpdAxfPEk2ge/7uVyu1WoFQdBsNkulUr1eT6fTnU7HcDHk8hQEgWSawWDgOE69XjdZjHK5fHZ25vv+cDh0HEeuVobLoMg5SaVSZ2dnMaaKyWSSzWbz+Xw2m51MJnEVo16vp1KpfD5v/lY6nU4zmYzUEcdxut1uq9VKp9P9ft9kMeQNGQRBt9t1HKdUKqVSKcO3sXa7LRXE9/1CoVAoFDKZTLVaNTzQZDgcZjKZ4XDouq7jOP1+v9FoZDKZuN6fjUYjl8sVCoV4w83Z2Vkul4uxkgZB0O/3y+WyvFFjVC6XG41GpVIx/y/SbrflSSeTidTZUqmUz+dNXsNJNkEQBLPZTMJNqVSSK9RkMpELh8liqHBTKBTkEc/zcrncYDAwXAYphtxBPc/L5/OxVNR+v1+tVj3Pq1arhiuGrtFoyD9Bp9OJ6+YxnU7lhtput2Mpg9SIarVaqVTkEbm5miyJqqeFQkE+iU4mk3Q6bbKeqgoyGAwajUYQBMijTg0AACAASURBVJ7nlUol8z0gcv6r1apq2e12u7lczvxg3l6vd3Z2Jl/H23IjF6tmsxnLs+tlUCckLvl8Xr6I5V9EnrRaraq6Wa1WTZ4Tks2cXDRzuZx6RKK34WLIdVO9KYMg6Ha7hi+aqqVEXSKl0cJwGbrdbrlcVk3usYSb8Xh8dnaWzWbVdaHX65kPFvKJXIXLWMoQLMKNXinq9brqQjVjtZ52Op1SqWSyDFJBMpmMai7yPC+bzZpvSxsOh6HWZcdxzPcSttttvVm3XC7HHm5i+SQ2HA5brdZ4PJYyxDLcx/f9fD6fSqUcx1EXcMkZhrulWq1WKpVSycb3/UwmY6wMJJsl9YlQvu33+7Hkbr1bKgiCarVqvpaqD6ZSN1zXzWQyJgtQLpcLhUI2m9WvDtVq1eTFQq4RvV6vVCqpUxEEQa/XMzn+qdFoSNhVDYpSBsdxjJVBkXCj3pDlctn8ULBQPR0Oh6qN05hQBQmCoFAoqBRukuqWklI5jhNXZ6WK2pVKpdPpGEs20uWRyWQKhYI8aSzhRhK29AnKsJJYwk2n02m1Wq7rht6f/X7ffGOe3lzk+342mzX20ZRkE0wmExUk5aJZrVYbjUY2mzX26cfzvHa7rT4CqpabXC5XqVSMvSNns5m6LEoZSqWSvDuNjajwfX86ncq9avXqYOxUTCaTZrOpmrWlKdX8pWE0GqlAE1cZXNfVx9RLuCkUCo7jmHxz6lQ9lTensd4oz/Pq9XqlUpGB9nLzkIH2+kfkQ5tOp51OR121JNyUSqVsNmuyCW08HqsZQN1uV+7o/X4/n8+bfFfk8/nxeCzDnlSakSuqsTIEQSD9gJ7nqYwrX5sMmuVyWY1cXg3fZshkC/Vtq9XKZrOlUimXy5n8Fzn1ZCMJJpVKqRZduWjW63Vj6VI+ackQPHUXl/elyRGa/X4/m81Kz71ehrOzM5MNy9PpNJvNqsEccX30WX1ew/3EwaLRSO95MR9uZHx9qVRKp9MqeUvvpMnusE6nk06n9TJIPW02mybvHNIn2Gw2pYlCdUvpOePQ5ORXq1W9mUTG+5t8Y8jkTbljyfVhOByWy+VyuWzyX8R1XakgrVZLaqvruubTtnRHuq5bKBQkZ/f7ffONZ6HmTHl/mmy7kpWNHMfRRw7Ixw/D/yinnmykbWA6nepvCBnUbawMs9lMbpmhu6nht0KpVHJd1/M8vS/M931jDVfyiSdYtArogxhMzj2ZTCbyr7/apm1yKLfcKVfL0Gg0TF4xB4OBNFyF/lEMj6JwHMfzvNUymOwAms1makCPGurk+36z2TRZVdvttnzgGQ6Her40OYpiNBrJJUJ6gmKZbe66rrwzpWFbXbLK5bL5kUZBEFQqFdUtKDM/TJ6WSqUiVXI13BjOu/KGbDQaergxH/JON9l0Op16va4uVaE3hBmu68pc4nibKAaDgYzPlW9DA32M6Xa7qjKE7mEm9ft99Wk4rtGI8vJjL8PZ2ZnM8dZLZfgfRUZlqnoaSxnUqMxMJqMu1hJuTF6yh8OhtJGoPBcKN8b0er16vT6ZTFTfh+H5/8Fi3MZkMhkMBqlUSgrQbDZNTvuQsTUyjVT6nqRHTObhGytG8HBESyz3suFwKJMt9CLFOKH1RJNNt9tV69aoTvrZbGb4X6JSqbTb7cFgEGqiMDlrcTKZSKu+Xgbf98vlsvkrpj4BSu5hJptJFH3ykQQL84NDV8tgeIGlQqEg69bovR4y/MhYGQaDQaFQCPW8SHeMyQ/E/X6/Xq/LKnD6JWI4HBr7QOx5nuM46kOIXgaTOU9u2DKlQMWa8XisT+c0ptPpSI4ZjUbyEdFk+5kEzdFoJKOGJeP2er1WqxXLvLBQuDG5CJksqtTr9UIfy+XuZqwYulNMNr1eT3UG6zMLDCuXy2p6S1xNFPKBWK5WkvTNl8H3ff3zjX7hlk9CZooxnU5leRJheGa1PoVhbRk8zzN2uZRxsuqzb1yTzIfDYb1el56FwWAQ1zKJzWZTj7ZxrT5Qr9fVPSOuT8PSTCJfS9Nmu93udDqGF8dzHKdcLs9mMxmhGMu9U5baUjeOTqcTS7YLzZxtNpvm59sPh8Nmsyktu3G19686xWQj8+z1wXeZTMbkh3LP83zf7/V6ejFiWRtQyqAuDSbDTaPRkAowm830icRBEOTzeTMXbpncIV+v9gM6jmNmmqJcFuVdESqD+YVl1TysXC4X6nkxv9hXKpVS3T3me15kkNnaseQmr90yJFYmKqoHJdwYK4NSKpX0S1a9Xm80GobfGJKlstlso9GQLmyTzy5kJSE9VOmrXh1UqVQKXbXUxXM0Gplftn7tsOW4lq1XTivZ9Ho9adIPLcs4Go1MXjHr9boUI/RpWD6FmCnDeDyWD+WrZTAT8vQbRmiVlEKhMBgMDESK1aHKqkgSMsxcqtQkf8/zQvfRZrPZ6XRMDuYolUpyvQ41TpgclTkYDOQfJdQ4MRwOTUZ/2f0niG+CnpCut9VPw4d+V/i+X6lUpNev0WjILbNQKDSbzVh6W9SlSZpqZEMimdka10pCKmrLjE4zrWgSqkJXLektbbfbJmdWz2YzmYIT+kgsm/MYK8Zap5VspIde0kOMq4DrxYirqV9m88plK64yhMKNzGVtNpsmF15bDTelUslxHMdxTF4jQuGmUCjISkKGp/IGQdDpdNTk9rg2tQjV0xjHIebzecl5MYabRqMh/aTmm/rb7baaXDMajdrttixDkMlkZFCLsZIEi2Upzs7OZNSwfDBzXdfkWpGy+oCUIViEGxnWbThzh8KNrBpfKBQMXy5UBYlrMMNjTivZBEFQLpfV2ZcNaIw9tXQ3qGKoCikTDYwVQ+l0OmpkSa/XU/eSw5ExmJVKpd/vy71KxkWqhShkGbRDDw6dTCb62M9QuJGOQgNNFI1Go1QqqQ2r9XAjH78MLw0i1JQT+bZarRpe8UyUy2U1YtpwPfV9X7UBDAYD1dkhw49iWSlRzcmSN4mBJgpVHWTlPZUsZQhz8HCBU2M8z5Mh7fV63fwIG1ntWhJeJpORS4SZkZqe55XL5Wazqa5LoXATF72CSLiJd4dzJcnJZjAYyCVAPobK1zJTUf3MoSvndDqtVCry/pNVAdvttqzMYbJ7WE2gkDeifC1XTHUGDFyn5BkLhUK5XE6lUqVSqdPpyMQKk59E0+m0NGKfnZ11u11ZvsjwCG5pM5OlODKZTC6XazQao9FIhRsDZZjNZtVqVUKMjG1SG3+anDo7Go3kei2jMiXMhSqIgculumeMRiPZ2l1Gc6vTYoAsdifLSmWzWTU/sdFomJwZ12630+m0vsGLek/K3ctYSYLFXrCpVErOTBAErus2Go10Om1yYnOv15OPZPKtNCBJzDUQbmRmu2w4I23bg8HAcLiR6SZBEMxms2w222q15C2Rz+dj73taldhkI6u1ytVKVtqWZkNpxjRzqZL1MfV33mg0KpfLmUxG+lzMFKPdbquVMYPFhzApWKPRMNOk3O129U3Ue72eTImSCb25XE5fBvrQpPdtOBzKppvpdLpQKFQqlVQqZTLcqC0CgiAYDocylEEil1rf6NDPrjeeycBMuaMbG6sr7TGqQVtGTMtiaybraT6fDzUWyhRWiZ5mPoQMBgPHcVR7jH7V6vf7JldxHQwGpVJJ/7yhhxvD7dxyTmRFRH1Uu4FPYvruV6sffvQ6MhwOD72AjVp/YTKZSLeg+oRmoA1P7hqqPk4mk0qlkk6nZRC3+a2jN0pmspHddlYfl30EZSUGA8XQu3t00+m0Wq2m02kDxfA8L5PJrF4TpXlA+ssNdELpO5isXiOkgdfYWArXdUNDiwaDgSzbaHjNGD3cCNkSyEAThRrGHtLv9wuFQiqVMtCKNp1OV/cYUnd0aTg5dBmCIKhUKo+N1ZA1S/Qtiw+nUCis9oFK36jh6K96JB8LN8bIhx/1rYzDM/bsobGYMvxL3gmyCajhsxFaXEquYzIW6tBPvXYFKVk1J51O65N8LZHMZCP7MweLtVJkh0t9hoWZ3S5lRuJoNOr3+6r/RY2ckNWNDv2pVOZUy9yKfr8vc6313Q0LhYKBK+bGcGOM2vMornHTQj7rBOvCjRkypMn3fRk5IQtX6jOh9J7KAxkMBmq0suwr2el05B0id3THcQxECrUci9SR1WRppnsun8+32+3RaNTtdmWOt34X73a7Bj6EKK1WS66ZoZl65tdK0dOt9NaZLMBquJFPg6VSKZYumFC4MSadTkvLWb/fly3D1MuXbS5sa7ZJZrKRaYGpVCqVSuXzeen60VtxOp2OgQb/IAgajYaUodVqjUYjmTZpuBjValVOhQzmqFQq+gRFudMfugxBEPT7fZlWEGO4kSV0Vfd8XOFGQq26S5kMN2oEvezep94VcgvRmxgNjB2WwUbSBydbsebzeX3bUTORQgbAlUoluWkVCoXQ4j2yDdChiyE1US4XsnhrqC/7oCN+ZMSb+tZ1XQlSJieFrS57ITt4qwkW1WrVcKtq8GTLTSxiCTfdble/iYTW2fI8L51Ox7J92GOSmWyCxQQH1Tjh+34qlVL/13XdWFaunM1m6XRafav2gDy08Xis1wQZ4a++NbDFiTQJyCLoerhZ22l4ODLmbnWtYZN1UnJMqJ9FdkU1UIwnJmdKz4v61swC0J7nqRHEweISqZ7X9/1D38k8z5Pxua1WSxWjXq8b3nZnNBqtnu1Wq6XPmjxce4kMGZa3pXpvVCoVOfme5xmYsSjPuLqVvSyaIgm4XC4futWq3++vlkGWHtBnU8Yebsx8Mte5rqu/B9TMGGHbIOLEJpuQ8Xhscki/5KrVSthoNGJfnDE0JcoA2ZpKvpaPgKvXDmNWJzKYn1kdY2dc8Hi4qdfrJid4y1SL0EdPmXZhrAxBELTb7dUGiccGIR2IzIQK9Y9Lc4WZD2Cq1VBGWcnMF31CrxmhPmtd6LOZ+TKouXJCurMNlMdO0tpq/sq5vaQlG1mR/ezsTH0Akkkf2WzW2DqV0tcgbez6GFXpOzd2R+/1ejJIWZVBekll6zIzZRChLDUajWR2mLECTKfTVqulXnVcm4VJM3I+n5fLdCzhZjablctluXupZ5e5MCbjptw1pU1bL4bhRUoajUZojTVZSUifg3NooT2hhMxTM9lupHeJjsdjmfliZui0bjVY+L5vuOdlbbgxPPHeWuomEssyV9tLVLKRlQ9kwLbqGR2NRtVq1eTANxmvHgRBt9tVnZGu6xpeAtxxHNd1O52OKoOsXxLLSuQy1EnuFp1OR00CN2AymTiO02w2HcdRYzgk3Jh8V3Q6HRmiKysLB4uWGwNdgTqZQhw8bLkZjUaGO2cbjYY0UchQ5V6vJ5P1DN9HpQVRb9iXdSNNtmhKGUJTqc2sFRkSGu81m83a7bb5hdf0YCFfm7+Jqo261Na8xraFspxE/1huIjtJTrIZDAaNRkNfX9j8eoiu61arVX2Z41jGqI7H406no65QsZRBhi/I/A4JMfV6PZPJyErkJruiZHGUYGVfXMPj3WRa3Gw2K5VK8raUBRsNv0Wz2axqQ57NZoaX8AkWcT+dTqs7dywJT4lx24TZbNbpdCaTSbz7UoWKFMtMvRAVbs7OzgwPeNLLUK1WY9k8Ae8uIclGPpHLriLqrml4UfYgCGS7OFnkSt8n2eSVYjgcymg7x3H0MpicMhoEQaVSabVaMuNGdTxNp9O1w48ORLKLLNioYo0sAmGmADpZekDFmsFgYHjbHaF3fMhIDpN3DrmFz2az0PyOyWRi7FOgvsmOFCCWYCHbMstKlc1m07ZwE8ubUyfhJq5Yo4zH49FoZNWsH2wjCclGBs/LPKPQcAFj70i5X6ogFddWgrKZg7zqUBlMVk4ZXxYsdlqJaztDx3HUujXqSm1sZVsha4YGi4WFpF19Op06jmNs/J0+T1AmMJfL5dFo1Gg0TLbzS39T7FPuq9WqLIFdqVRUP5TnedVq1WT0z+fzqp5K1JZwY74TalVoFgxwdI4+2cjy22r8xBOj6w9dDNl5Rz0iwcJwMQqFgj6rPK6AJWuYdrtdFWsajYb5e5haDUUWLGm1WmdnZ2tXhT4QGaAqDdqe58mSu6lUysxCkWI2mzmOUyqV0um05BjVUdhoNAy/P2VJQPWk0pRosgBBEGQymUDL3Gova8NyuZx0XkusmUwmNmQaIBmOO9nom7Spz4LSP2ps+ILruo+1aZscJytPtFoG2WfRTBmCIFBnXiapSTuB3EVMDhmWTnFZsFFevixxa/JUyBI1gTYaMZY7aKVSkVfdbrfjWnGg3++rHkDZ0M18q6rv+3KJkEinZ+5YeiebzaY+Pa1UKtk/KhM4FkecbEajkRojHAo3Jg0GA9WoHldnuSwYGm8ZRL1eVxdrmdNbKpUKhYLhWUiykcVkMjG/JoeQN6eeth3HiWWQbD6fn06narCXCuImhaa4h8KNGb7vyxq+4/E4nU7LDF6Zv2qsJNIfJ9ubqLwrTYmxDygBkuSIk03wcAKUhJtYlhzQRwxIsHhsg73Dkc2w9DIY+IAu21EFQeD7/nA4lMFGeneP67rm29hllI/sqihbScSy3rSsW6q6Ag0vDD+bzaTBTNonVNJV+1UZFgo3ata3SSrmjsdj6RYsFAomh+JJtJLELy00vV5P1sQzUwbgRBxlstGbbUPhxtjnUc/z6vW6PmJADzcmPwWq5wqFGwON2+VyWe7W4/FYRnLIBkDScmO4bWA6nap92gaDgSzELsv5mIwU+oAJCTej0UgGlJgclSnbBQSLCVBnZ2fSH2eysUQChL5DWTqdNt/1I2v2y7vx7OwslhghG5apTGl4e0vg1BxNsmm323JRlskdeuNtuVw2s3TNbDZTHQqrQ5UrlYqZxd/0G0a5XNbLoK/LZ4BkOL0NQJaRlaG7BjZ5Cen1erlcTvqhCoWC+VaBRqPhOI7sv6OPN2o0GobXrZGOD/lahpiUSiUDM6Fk53D1bWgMu6xHYHjeTb/fl60u6/V6aO9oY2TDMj1hO47DkGHgQI4m2ej7DYVG1chKIQbm0IZa1EPhRtZNMXMvVzeMUBm63a6BIcPypPpUVf1mZv7DqPSCyatW7TSO4xi+h0l3g3xdrVbVAI5Qt9QhyNqMUoZSqSR7GRpeZFmsvh/kveq67mw2M/kv4vu+ig6FQkG2qcpms+l0OpZV1/Q9PWTclc3b7gBH7WiSTbASbhzHqVQq0ndubGLz2nAjC7TLBGNjQuGmVCpJe4mBBhtZEV+dh9DNTEpy6DIoMla3Xq9ns1nVSiSbGBje31GKoR7Rh1sdetHI8XisnmsymXS73Wq1mkqlZM55uVw2eRNdDTfNZjOVSqXTacNvDHnt0kktocp13Xa7bexyIS1nlUpFaqWEm1KplM1mLd92BzhqtiebZrMpO9DKxUgPN7K4lrSUHLQMoTErq3sZ9nq9Tqdz6IaKfr9fLpe73a5qzNfDjXQ3GBvEkM/nZWjRarhR/1hmqM++sk6jyYnNqodUvg1t6NFsNvU+0wM1n+hjy+QfRf0v2Qx1NpsZyBP9fr/ZbKq2kNVwM5vNYtmBqN1uZzKZRqNRqVQMD52WnXEHg4EsuCwnJ67dWIGTYnWy8Twvk8nkcrlCoSA7eHe7Xfn4ZXIgZD6fT6fTmUymUqnIbTuWjZpLpVImkymXy7KDd7vdnk6nca3FJ/s76udBbmaGP4l6nqcv9ea6rr5QoYFnD70VJdwMh0MZMmzgXu44jhpZFXpb1ut1Y0OnpfvPcZx0Ol2pVHq9nvTNmV99QIb2yzrLan+uRqORTqdNtqqOx+Nms6mqgwQaqaeEG+DQLE02w+FQ7hZysW61Wq7rdrtdua87jpNKpYx9Ou/1eul0utvtdrtdteNMvV43vJug/jl4MBhI/4ucilKpZKwYwvd9uVKHwo35jJXL5fRh3bLCrDFrw00qlZI1SwwUIJ/Pyyzi1XAjM4oNlEF/3ul02ul05KNIqVSS0dNmyiBkoLTrunJaVLh0XffQb87RaKSeTl241P89OztTb9ThcBj7xkxAglmabPRRsavXCGngNTYDyPd96XmRj1me5/X7/Uqlkk6nDS/qutrIP5lMDCytK5vshGbMNhoNaRKQfyADXR6j0Wi1TUgG/bTb7dFoVC6XDdzLQ69UhRv1iMl95nu9nrSRrIYbwykz1GIkw7qr1arJpXVlTpz6VvqyjT17u93W/931EyLrBDIZCjDD0mQTmvKzGm5MlkT1L8Q1qyLQPn/HssTwdDqVjrBSqSTLIcouSLLtpfyAgfvoY2+DyWQiZTPQF+a67upq17J5md7102q1HMc5dGGCxftTYoQebmJpEoill1Y3m830qXmy86jJAoRCrZwQqTUMGQaMsTTZBEEwmUxyuVy84cbzPLWrYrDoljIfbmQoorpcxhJuZEEOWX9PtVfJmqomixFjxlXWbuUxGAz0ZpvgYEOGXdcNnfNGoyGFiWv3bJ3JcLO297NUKqmqIQ1aBkqiWxtuYkx7wAmyNNm0223ZUaVUKunhJpfLmWxjl6uSPvBQwo3Jm4d8KA9tiex5XqFQMHwPU+EmCILZbCbjGMxvshgKN57nmb97rYYbmWht4KnlzSDThqUuyK5hUkdCu1vEYjKZmFlwudForA6fn81mhUJBtjc3sCrgeDxWm2sqEm70xZcJN4BJliabVCqlNiQKLfVr2OpVSd/QIK4yxEUPN0FMQ4YDLdxI81UsZ0bCjYwj6ff7ZmZCBYu7piz1Ky1n0+m0XC7Hst1mvNRqUqtvwvF4bKaePlYGWSxRfRtX/yBwmixNNnqj+mw2kxnXxp7d9/1+vz8YDPSOMPO3z+FwWCqVSqXSaDSyNtzERU5INpuNsSSu61YqFZkEZHJwqOrvcF232WzKygixbBoQu7XBwvDCOWvLIKuBmywGAMXSZKMvSD8ajZrNpskteR3HqVarq6N8TM7yGI1G0t8ky3zFtYjOWsPh8KAr6m5pMpmc7CbJ+mAO2brLfLegJULBQrqwYymD6paSXUhNXi4A6CxKNt1uV6a3SJiQ9VpkJXKTa8O3Wi21HEhoEVWTnVD1en00Gsl4GjVmeTKZsMAXhMm55ZZT4abZbMaycKWUoVqtZrPZSqXCTCggXrYkm1arVS6XB4OB7OcnD47HY1mjz0wZJLjIZg4q1shiNmYKoGu1WvV6XcUa13XNL+cKy0m4Mbx1tp2eGHNjklyy4p2eBsCWZJPL5WSfS9nsJpYyyP6aw+Ewm82qGNFut00O/ZvNZmoXJFUMz/POzs5orcGqk+2PA4DHWJRsZNduiTWDwcD8XA8pQLD4KKxaTYx1QsmUctkhS5bCk7149A0EAADAE2JONp1OR8bZdTqdVColH0Bns5mBhSgU13XVWL9CoSBlkA0cDOzgrZM1MGQPc5WoTI4xAgDg2MWcbFqtlhpq12w2ZchwLpczOa2g2+2mUqlyuTydTieTieM45tfOkQ3M9SUBZWNzw8UAAODYGU02vu+r0CDrf8guhuoHZrPZaDQyPCJSpmhKrmo0GoVCQV9iy5jQVJdWq8WQYQAAdmU02TQaDVl1Q7bkTaVS+Xw+nU43m83BYGB4UoOsyi+NQ7Imnu/77XY7k8mYjBSz2Uwt8ibhZjgcDodDx3FYDwMAgF0ZTTYyiKTf76udE2RBW9klKpPJGF6co9PpZLPZs7Mz2SxaRum6rmusN6rb7coeQIVCQV57q9VKpVLVapWZUAAARGAo2TSbTdXFE9oHyvw0b9/3R6ORtJT4vi/5RpYENDzCxnEcz/N83280GvJ1wApsAAC8AxPJxvO8dDqt9mcObXJZr9dNjmuRzRMkx5TLZSmD53kyrsVYspGVe/Rl4Mvlsto7OrRXMAAA2JKhNptyuSxDWFbDzWAwMNlmc3Z2JvO6pQwmN9ocDod6Y1Wv19M3/ux2u/r4HpM7LAIAkBiGks1gMCiXy7Knox5uzE//SafTKlv4vp/NZo01jYQaq4JFuBkMBoPBwHEcxtYAAPCOzI0glrEjoXBjfjSJbLqpl8pkp8/acCOr6RBrAAB4d4dKNu12W3a4VI90Op1GoxEEgYQbA2NrZrPZ6rNMp9N0Oi2LCzebTQO9UaF+pcdabthFDwCAd3eQZON5XiaTKZVKsudRt9v1PM91XTX5aDKZGLiRz2Yz2f4p9Ph0Oi2VSul0ul6vH7rBxvf91TKotQHVIxJu2LQZAIB3dKg2G2mY6fV6Mmw2k8k0Go1SqWR4ed/Hwk3sZRiPx47j6I+wPxQAAO/ugONsVLgJgmA2m9Xr9XQ6rc9zNmM1WDSbTcOtI6tlGI/Hsq84AADYo8OOINbDTRAEnufFsgCdHiyq1Wos+zFJGarVquu60mCjD0ICAAB7cfC5UaFwExcJFo7jxLjNpOd51Wo1lUpls1nZyQEAAOyXiVnfk8kkl8sZ3rhg1Ww2i3fADQAAODSjO2ICAAAcFMkGAAAkB8kGAAAkB8kGAAAkB8kGAAAkB8kGAAAkB8kGAAAkB8kGAAAkB8kGAAAkB8kGAAAkB8kGAAAkB8kGgGWuL4qpVPHiOu5yADhKJBsAMbuqpeYkzhwy2VzVCE1AwpFsAMTo+qKYWmaNq1rx4ppkA+BdkGwAxGdtiJEHa7WiNOTUroIg0Ft2Fr9wVUularXa4gEJSdpvLB8I/8DyZwAkDskGQGwka4RDhtaOs0w+19fz+HNVW/yKZB09xmh/Sf9e+5o2GyDxSDYAYvNEstHaZfQco7e4PEwpi/+/2sSjN/SQbIDEI9kAiM+V6kvSrEs2oYSzJtmo35QHlz+28oQkGyDRSDYAYvSw1eb6oli7ejrZaL/wIKVcX9RUo0xq8UdWo80jgQdAcpBsAMRLH9hbuwoe6Y1SP1UsFte32aj+p0VwedAhtZx+xQhiINlINgAAIDlINgAAIDlINgAAIDlINgAAIDlINgAAIDlINgAAIDlINgAAIDlINgAAIDlINgAA0NlBrAAAAFtJREFUIDlINgAAIDlINgAAIDlINgAAIDlINgAAIDlINgAAIDlINgAAIDlINgAAIDlINgAAIDlINgAAIDlINgAAIDlINgAAIDnOz89Tn3/++TkAAMDx+/zzz/8/Oppm8SUcDOQAAAAASUVORK5CYII=" width="640" /> </span></div>
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<span style="font-family: Arial; font-size: 14.6667px; vertical-align: baseline;"><span id="docs-internal-guid-51c5989e-bf1a-c4fb-b34c-ba821e9182d1" style="background-color: transparent; color: black; font-family: Arial; font-size: 14.666666666666666px; font-style: normal; font-variant: normal; font-weight: 400; text-decoration: none; vertical-align: baseline;">The majority of passwords that we have cracked so far appear to be quite simple, either being lowercase with numbers or just lowercase. We also observed some UTF-8 encoded passwords. Passwords containing purely numbers also appear to be relatively popular. Note that we crack passwords in gradual increasing complexity, so it is normal that we have recovered most of the simpler ones first.</span></span></div>
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<span style="font-family: Arial; font-size: 14.6667px; vertical-align: baseline;"><span id="docs-internal-guid-51c5989e-bf1a-c4fb-b34c-ba821e9182d1" style="background-color: transparent; color: black; font-family: Arial; font-size: 14.666666666666666px; font-style: normal; font-variant: normal; font-weight: 400; text-decoration: none; vertical-align: baseline;"> <img alt="" height="326" 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" width="640" /></span></span></div>
<span style="font-family: Arial; font-size: 14.6667px; vertical-align: baseline;"><span id="docs-internal-guid-51c5989e-bf1a-c4fb-b34c-ba821e9182d1" style="background-color: transparent; color: black; font-family: Arial; font-size: 14.666666666666666px; font-style: normal; font-variant: normal; font-weight: 400; text-decoration: none; vertical-align: baseline;"> </span> </span><br />
<div style="text-align: justify;">
<span id="docs-internal-guid-51c5989e-bf1c-fd4c-4895-40dadc9cbf98" style="background-color: transparent; color: black; font-family: Arial; font-size: 14.666666666666666px; font-style: normal; font-variant: normal; font-weight: 400; text-decoration: none; vertical-align: baseline;">The shortest password we cracked had a character length of 1 (length 1), while the longest was length 28. We normally would expect to see more length 7 characters, but as evident from the above results, this was not the case. It is possible that there were fewer length 7 passwords compared to length 6 and 8 because we covered larger bruteforce attacks for the length 6 keyspace. We also observed some extremely long passwords, some of which were caused by users using either their email address or their lengthy usernames as their password.</span></div>
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<div dir="ltr" id="docs-internal-guid-51c5989e-bf1d-305e-e1ac-d4c8ec1a64e7" style="line-height: 1.38; margin-bottom: 0pt; margin-top: 0pt;">
<span style="background-color: transparent; color: black; font-family: Arial; font-size: 14.666666666666666px; font-style: normal; font-variant: normal; font-weight: 700; text-decoration: underline; vertical-align: baseline;">Going beyond the 15 million vulnerable hashes and another interesting find</span></div>
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<span style="background-color: transparent; color: black; font-family: Arial; font-size: 14.666666666666666px; font-style: normal; font-variant: normal; font-weight: 700; text-decoration: underline; vertical-align: baseline;">User data as passwords</span></div>
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<div style="text-align: justify;">
<span style="background-color: transparent; color: black; font-family: Arial; font-size: 14.666666666666666px; font-style: normal; font-variant: normal; font-weight: 400; text-decoration: none; vertical-align: baseline;">We were curious as to how many users use their username as their password. A full run against all 36 million users was conducted in parallel and we discovered that there were over 630,000 matches. We tried each username against its corresponding bcrypt hash and performed some simple case toggling. This number shows that even </span><span style="background-color: transparent; color: black; font-family: Arial; font-size: 14.666666666666666px; font-style: italic; font-variant: normal; font-weight: 400; text-decoration: none; vertical-align: baseline;">without </span><span style="background-color: transparent; color: black; font-family: Arial; font-size: 14.666666666666666px; font-style: normal; font-variant: normal; font-weight: 400; text-decoration: none; vertical-align: baseline;">using the discoveries outlined in our previous blog post, more than 630,000 bcrypt hashes could have been easily recovered. We would like to note that this search was not exhaustive, as we only tried common case mutations. We suspect that this figure would have been higher if we had tried more upper and lower case combinations, though this would have taken much longer. It is also worth noting that a similar approach can be tried, but using the email address or other user data.</span></div>
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<span style="font-family: Arial; font-size: 14.6667px; font-weight: 700; line-height: 1.38; text-decoration: underline;">Suspicious accounts</span><br />
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<span style="background-color: transparent; color: black; font-family: Arial; font-size: 14.666666666666666px; font-style: normal; font-variant: normal; font-weight: 400; text-decoration: none; vertical-align: baseline;">Our very brief analysis of the passwords suggests that the possible ‘suspicious’ accounts used the following passwords: </span><br />
<span style="background-color: transparent; color: black; font-family: Arial; font-size: 14.666666666666666px; font-style: normal; font-variant: normal; font-weight: 400; text-decoration: none; vertical-align: baseline;"><br />
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<table style="width: 500px;"> <tbody>
<tr><td align="left"><i>asdferfa324</i></td> <td align="left"><i>hello</i></td> <td align="left"><i>DEFAULT</i></td></tr>
<tr><td align="left"><i>123456</i></td> <td align="left"><i>asdfg</i></td> <td align="left"><i>superman</i></td></tr>
<tr><td align="left"><i>iloveyou</i></td> <td align="left"><i>111111iwillneverdoitagain</i></td> <td align="left"><i>welcome</i></td></tr>
</tbody></table>
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<div dir="ltr" id="docs-internal-guid-51c5989e-bf28-da4f-3257-e06db86d1de5" style="line-height: 1.38; margin-bottom: 0pt; margin-top: 0pt;">
<span style="background-color: transparent; color: black; font-family: Arial; font-size: 14.666666666666666px; font-style: normal; font-variant: normal; font-weight: 700; text-decoration: underline; vertical-align: baseline;">Top Interesting passwords</span></div>
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<span style="background-color: transparent; color: black; font-family: Arial; font-size: 14.666666666666666px; font-style: normal; font-variant: normal; font-weight: 400; text-decoration: none; vertical-align: baseline;">Rather than bore everyone with the standard top 10/50/100 lists, one of our members has kindly put together a top interesting passwords classified by various categories purely for your entertainment.</span><br />
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<span style="background-color: transparent; color: black; font-family: Arial; font-size: 14.666666666666666px; font-style: normal; font-variant: normal; font-weight: 700; text-decoration: none; vertical-align: baseline;">Those that think adding a few more words to the word password makes it harder to crack:</span></div>
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<span style="background-color: transparent; color: black; font-family: Arial; font-size: 14.666666666666666px; font-style: normal; font-variant: normal; font-weight: 400; text-decoration: none; vertical-align: baseline;">mypasswordispassword</span></div>
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<span style="background-color: transparent; color: black; font-family: Arial; font-size: 14.666666666666666px; font-style: normal; font-variant: normal; font-weight: 400; text-decoration: none; vertical-align: baseline;">superhardpassword</span></div>
<div dir="ltr" style="line-height: 1.38; margin-bottom: 0pt; margin-top: 0pt;">
<span style="background-color: transparent; color: black; font-family: Arial; font-size: 14.666666666666666px; font-style: normal; font-variant: normal; font-weight: 400; text-decoration: none; vertical-align: baseline;">thebestpasswordever</span></div>
<div dir="ltr" style="line-height: 1.38; margin-bottom: 0pt; margin-top: 0pt;">
<span style="background-color: transparent; color: black; font-family: Arial; font-size: 14.666666666666666px; font-style: normal; font-variant: normal; font-weight: 400; text-decoration: none; vertical-align: baseline;">thisisagoodpassword</span></div>
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<div dir="ltr" style="line-height: 1.38; margin-bottom: 0pt; margin-top: 0pt;">
<span style="background-color: transparent; color: black; font-family: Arial; font-size: 14.666666666666666px; font-style: normal; font-variant: normal; font-weight: 700; text-decoration: none; vertical-align: baseline;">Those that are having doubts about using the site:</span></div>
<div dir="ltr" style="line-height: 1.38; margin-bottom: 0pt; margin-top: 0pt;">
<span style="background-color: transparent; color: black; font-family: Arial; font-size: 14.666666666666666px; font-style: normal; font-variant: normal; font-weight: 400; text-decoration: none; vertical-align: baseline;">ishouldnotbedoingthis</span></div>
<div dir="ltr" style="line-height: 1.38; margin-bottom: 0pt; margin-top: 0pt;">
<span style="background-color: transparent; color: black; font-family: Arial; font-size: 14.666666666666666px; font-style: normal; font-variant: normal; font-weight: 400; text-decoration: none; vertical-align: baseline;">ithinkilovemywife</span></div>
<div dir="ltr" style="line-height: 1.38; margin-bottom: 0pt; margin-top: 0pt;">
<span style="background-color: transparent; color: black; font-family: Arial; font-size: 14.666666666666666px; font-style: normal; font-variant: normal; font-weight: 400; text-decoration: none; vertical-align: baseline;">thisiswrong</span></div>
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<span style="background-color: transparent; color: black; font-family: Arial; font-size: 14.666666666666666px; font-style: normal; font-variant: normal; font-weight: 400; text-decoration: none; vertical-align: baseline;">whatthehellamidoing</span></div>
<div dir="ltr" style="line-height: 1.38; margin-bottom: 0pt; margin-top: 0pt;">
<span style="background-color: transparent; color: black; font-family: Arial; font-size: 14.666666666666666px; font-style: normal; font-variant: normal; font-weight: 400; text-decoration: none; vertical-align: baseline;">whyareyoudoingthis</span></div>
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<span style="background-color: transparent; color: black; font-family: Arial; font-size: 14.666666666666666px; font-style: normal; font-variant: normal; font-weight: 400; text-decoration: none; vertical-align: baseline;">cheatersneverprosper</span></div>
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<span style="background-color: transparent; color: black; font-family: Arial; font-size: 14.666666666666666px; font-style: normal; font-variant: normal; font-weight: 400; text-decoration: none; vertical-align: baseline;">donteventhinkaboutit</span></div>
<div dir="ltr" style="line-height: 1.38; margin-bottom: 0pt; margin-top: 0pt;">
<span style="background-color: transparent; color: black; font-family: Arial; font-size: 14.666666666666666px; font-style: normal; font-variant: normal; font-weight: 400; text-decoration: none; vertical-align: baseline;">isthisreallyhappening</span></div>
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<div dir="ltr" style="line-height: 1.38; margin-bottom: 0pt; margin-top: 0pt;">
<span style="background-color: transparent; color: black; font-family: Arial; font-size: 14.666666666666666px; font-style: normal; font-variant: normal; font-weight: 700; text-decoration: none; vertical-align: baseline;">Those that are in denial:</span></div>
<div dir="ltr" style="line-height: 1.38; margin-bottom: 0pt; margin-top: 0pt;">
<span style="background-color: transparent; color: black; font-family: Arial; font-size: 14.666666666666666px; font-style: normal; font-variant: normal; font-weight: 400; text-decoration: none; vertical-align: baseline;">likeimreallygoingtocheat</span></div>
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<span style="background-color: transparent; color: black; font-family: Arial; font-size: 14.666666666666666px; font-style: normal; font-variant: normal; font-weight: 400; text-decoration: none; vertical-align: baseline;">justcheckingitout</span></div>
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<span style="background-color: transparent; color: black; font-family: Arial; font-size: 14.666666666666666px; font-style: normal; font-variant: normal; font-weight: 400; text-decoration: none; vertical-align: baseline;">justtryingthisout</span></div>
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<span style="background-color: transparent; color: black; font-family: Arial; font-size: 14.666666666666666px; font-style: normal; font-variant: normal; font-weight: 400; text-decoration: none; vertical-align: baseline;">goodguydoingthewrongthing</span></div>
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<div dir="ltr" style="line-height: 1.38; margin-bottom: 0pt; margin-top: 0pt;">
<span style="background-color: transparent; color: black; font-family: Arial; font-size: 14.666666666666666px; font-style: normal; font-variant: normal; font-weight: 700; text-decoration: none; vertical-align: baseline;">Those who think this is a dating site:</span></div>
<div dir="ltr" style="line-height: 1.38; margin-bottom: 0pt; margin-top: 0pt;">
<span style="background-color: transparent; color: black; font-family: Arial; font-size: 14.666666666666666px; font-style: normal; font-variant: normal; font-weight: 400; text-decoration: none; vertical-align: baseline;">lookingfornewlife</span></div>
<div dir="ltr" style="line-height: 1.38; margin-bottom: 0pt; margin-top: 0pt;">
<span style="background-color: transparent; color: black; font-family: Arial; font-size: 14.666666666666666px; font-style: normal; font-variant: normal; font-weight: 400; text-decoration: none; vertical-align: baseline;">friendswithbenefits</span></div>
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<div dir="ltr" style="line-height: 1.38; margin-bottom: 0pt; margin-top: 0pt;">
<span style="background-color: transparent; color: black; font-family: Arial; font-size: 14.666666666666666px; font-style: normal; font-variant: normal; font-weight: 700; text-decoration: none; vertical-align: baseline;">Those who trusted AM:</span></div>
<div dir="ltr" style="line-height: 1.38; margin-bottom: 0pt; margin-top: 0pt;">
<span style="background-color: transparent; color: black; font-family: Arial; font-size: 14.666666666666666px; font-style: normal; font-variant: normal; font-weight: 400; text-decoration: none; vertical-align: baseline;">youwillneverfindout</span></div>
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<span style="background-color: transparent; color: black; font-family: Arial; font-size: 14.666666666666666px; font-style: normal; font-variant: normal; font-weight: 400; text-decoration: none; vertical-align: baseline;">youwillnevergetthis</span></div>
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<span style="background-color: transparent; color: black; font-family: Arial; font-size: 14.666666666666666px; font-style: normal; font-variant: normal; font-weight: 400; text-decoration: none; vertical-align: baseline;">secretissafewithme</span></div>
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<div dir="ltr" style="line-height: 1.38; margin-bottom: 0pt; margin-top: 0pt;">
<span style="background-color: transparent; color: black; font-family: Arial; font-size: 14.666666666666666px; font-style: normal; font-variant: normal; font-weight: 700; text-decoration: none; vertical-align: baseline;">Passwords from xkcd (</span><a href="http://anonym.to/?https:/xkcd.com/936/" style="text-decoration: none;"><span style="background-color: transparent; color: blue; font-family: Arial; font-size: 14.666666666666666px; font-style: normal; font-variant: normal; font-weight: 700; text-decoration: underline; vertical-align: baseline;">https://xkcd.com/936/</span></a><span style="background-color: transparent; color: black; font-family: Arial; font-size: 14.666666666666666px; font-style: normal; font-variant: normal; font-weight: 700; text-decoration: none; vertical-align: baseline;">):</span></div>
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<span style="background-color: transparent; color: black; font-family: Arial; font-size: 14.666666666666666px; font-style: normal; font-variant: normal; font-weight: 400; text-decoration: none; vertical-align: baseline;">batteryhorsestaple</span></div>
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<span style="background-color: transparent; color: black; font-family: Arial; font-size: 14.666666666666666px; font-style: normal; font-variant: normal; font-weight: 400; text-decoration: none; vertical-align: baseline;">correcthorsebatterystaple</span></div>
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<div dir="ltr" style="line-height: 1.38; margin-bottom: 0pt; margin-top: 0pt;">
<span style="background-color: transparent; color: black; font-family: Arial; font-size: 14.666666666666666px; font-style: normal; font-variant: normal; font-weight: 700; text-decoration: none; vertical-align: baseline;">Those that might have figured out what AM is doing:</span></div>
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<span style="background-color: transparent; color: black; font-family: Arial; font-size: 14.666666666666666px; font-style: normal; font-variant: normal; font-weight: 400; text-decoration: none; vertical-align: baseline;">nothingfound</span></div>
<div dir="ltr" style="line-height: 1.38; margin-bottom: 0pt; margin-top: 0pt;">
<span style="background-color: transparent; color: black; font-family: Arial; font-size: 14.666666666666666px; font-style: normal; font-variant: normal; font-weight: 400; text-decoration: none; vertical-align: baseline;">theywererobots</span></div>
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<span style="background-color: transparent; color: black; font-family: Arial; font-size: 14.666666666666666px; font-style: normal; font-variant: normal; font-weight: 400; text-decoration: none; vertical-align: baseline;">nobodyhere</span></div>
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<div dir="ltr" style="line-height: 1.38; margin-bottom: 0pt; margin-top: 0pt;">
<span style="background-color: transparent; color: black; font-family: Arial; font-size: 14.666666666666666px; font-style: normal; font-variant: normal; font-weight: 700; text-decoration: none; vertical-align: baseline;">Other funnies:</span></div>
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<span style="background-color: transparent; color: black; font-family: Arial; font-size: 14.666666666666666px; font-style: normal; font-variant: normal; font-weight: 400; text-decoration: none; vertical-align: baseline;">everynameitriedwastaken</span></div>
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<span style="background-color: transparent; color: black; font-family: Arial; font-size: 14.666666666666666px; font-style: normal; font-variant: normal; font-weight: 400; text-decoration: none; vertical-align: baseline;">allthegoodpasswordshavegone</span></div>
<div dir="ltr" style="line-height: 1.38; margin-bottom: 0pt; margin-top: 0pt;">
<span style="background-color: transparent; color: black; font-family: Arial; font-size: 14.666666666666666px; font-style: normal; font-variant: normal; font-weight: 400; text-decoration: none; vertical-align: baseline;">lickemlikeshelikesit</span></div>
<div dir="ltr" style="line-height: 1.38; margin-bottom: 0pt; margin-top: 0pt;">
<span style="background-color: transparent; color: black; font-family: Arial; font-size: 14.666666666666666px; font-style: normal; font-variant: normal; font-weight: 400; text-decoration: none; vertical-align: baseline;">lildickinyourpussyn0w</span></div>
<div dir="ltr" style="line-height: 1.38; margin-bottom: 0pt; margin-top: 0pt;">
<span style="background-color: transparent; color: black; font-family: Arial; font-size: 14.666666666666666px; font-style: normal; font-variant: normal; font-weight: 400; text-decoration: none; vertical-align: baseline;">satisfactionwithlicking</span></div>
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<span style="background-color: transparent; color: black; font-family: Arial; font-size: 14.666666666666666px; font-style: normal; font-variant: normal; font-weight: 400; text-decoration: none; vertical-align: baseline;">blackfromthewaistdown</span></div>
<div dir="ltr" style="line-height: 1.38; margin-bottom: 0pt; margin-top: 0pt;">
<span style="background-color: transparent; color: black; font-family: Arial; font-size: 14.666666666666666px; font-style: normal; font-variant: normal; font-weight: 400; text-decoration: none; vertical-align: baseline;">smalldickbuthardworker</span></div>
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<div style="text-align: justify;">
<span style="background-color: transparent; color: black; font-family: Arial; font-size: 14.666666666666666px; font-style: normal; font-variant: normal; font-weight: 400; text-decoration: none; vertical-align: baseline;">A package has been sent out to the press containing all the statistical analysis and data derived from the cracked passwords. If you are affiliated with the media, reporting on this story or related stories and wish to acquire these statistics, then please email us.</span></div>
<div style="margin: 0in 0in 0.0001pt;">
<br />
<span style="font-family: Calibri, sans-serif; font-size: 13.5pt;">#FOLLOW_US #JOIN_US
#LOVE_US #HATE_US #CONTACT_US <b>@CynoPrime</b></span></div>
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<b><span style="font-family: Calibri, sans-serif; font-size: 13.5pt;">Twitter</span></b><span style="font-family: Calibri, sans-serif; font-size: 13.5pt;">: @CynoPrime </span></div>
<div style="margin: 0in 0in 0.0001pt;">
<b><span style="font-family: Calibri, sans-serif; font-size: 13.5pt;">Blog:</span></b><span class="apple-converted-space"><span style="font-family: Calibri, sans-serif; font-size: 13.5pt;"> </span></span><span style="font-family: Calibri, sans-serif; font-size: 13.5pt;">cynosureprime.blogspot.com</span></div>
<b><span style="font-family: Calibri, sans-serif; font-size: 13.5pt;">Email</span></b><span style="font-family: Calibri, sans-serif; font-size: 13.5pt;">:
cynosureprime@gmail.com</span><br />
<br />Unknownnoreply@blogger.comtag:blogger.com,1999:blog-5717741750935093742.post-77306559710759247512015-09-10T03:35:00.000-07:002015-09-12T07:01:57.619-07:00How we cracked millions of Ashley Madison bcrypt hashes efficiently<div dir="ltr" id="docs-internal-guid-a73f1bbd-b64d-eb88-468f-3a475b48b691" style="line-height: 1.38; margin-bottom: 0pt; margin-top: 0pt; text-align: justify;">
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" 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<span style="background-color: transparent; color: black; font-family: Arial; font-size: 14.666666666666666px; font-style: normal; font-variant: normal; font-weight: 400; text-decoration: none; vertical-align: baseline;">Not long after the release of the Ashley Madison leaks, many groups and individuals attempted to crack the bcrypt hashes. Since the developers used a cost factor of 12 for the bcrypt hash, this made the process an extremely compute intensive task. We decided to take a different approach and made some rather interesting discoveries.</span></div>
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<span style="font-family: Arial; font-size: 14.6667px; line-height: 1.38;">Without much information about the $loginkey variable and how it was generated, we decided to dive into the second leak of git dumps. We identified two functions of interest and upon closer inspection, discovered that we could exploit these functions as helpers in accelerating the cracking of the bcrypt hashes.</span></div>
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<span style="background-color: transparent; color: black; font-family: Arial; font-size: 14.666666666666666px; font-style: normal; font-variant: normal; font-weight: 400; text-decoration: none; vertical-align: baseline;">Through the two insecure methods of $logkinkey generation observed in two different functions, we were able to gain enormous speed boosts in cracking the bcrypt hashed passwords. Instead of cracking the slow bcrypt hashes directly, which is the hot topic at the moment, we took a more efficient approach and simply attacked the md5(lc($username).”::”.lc($pass)) and md5(lc($username).”::”.lc($pass).”:”.lc($email).”:73@^bhhs&#@&^@8@*$”) tokens instead. Having cracked the token, we simply then had to case correct it against its bcrypt counterpart.</span></div>
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<span style="background-color: transparent; color: black; font-family: Arial; font-size: 14.666666666666666px; font-style: normal; font-variant: normal; font-weight: 400; text-decoration: none; vertical-align: baseline;">The $loginkey variable seemed to be used for automatic login, but we didn’t spend much time investigating further. It was generated upon user account creation and was re-generated when the user modified their account details including username, password and email address.</span></div>
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<span style="background-color: transparent; color: black; font-family: Arial; font-size: 14.666666666666666px; font-style: normal; font-variant: normal; font-weight: 700; text-decoration: underline; vertical-align: baseline;">Discovery 1</span></div>
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<span style="background-color: transparent; color: black; font-family: Arial; font-size: 14.666666666666666px; font-style: normal; font-variant: normal; font-weight: 400; text-decoration: none; vertical-align: baseline;">Date: 31/08/2015</span></div>
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<span style="background-color: transparent; color: black; font-family: Arial; font-size: 14.666666666666666px; font-style: normal; font-variant: normal; font-weight: 400; text-decoration: none; vertical-align: baseline;">Filename: amlib_member_create.function.php</span></div>
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<span style="background-color: transparent; color: black; font-family: Arial; font-size: 14.666666666666666px; font-style: normal; font-variant: normal; font-weight: 400; text-decoration: none; vertical-align: baseline;">Function: amlib_member_create()</span></div>
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<span style="background-color: transparent; color: black; font-family: Arial; font-size: 14.666666666666666px; font-style: normal; font-variant: normal; font-weight: 400; text-decoration: none; vertical-align: baseline;">Lines of interest: 69, 70</span></div>
<span style="background-color: transparent; color: black; font-family: Arial; font-size: 14.666666666666666px; font-style: normal; font-variant: normal; font-weight: 400; text-decoration: none; vertical-align: baseline;">Algorithm: md5(lc($username).”::”.lc($pass)) </span></div>
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<span style="background-color: transparent; color: black; font-family: Arial; font-size: 14.666666666666666px; font-style: normal; font-variant: normal; font-weight: 400; text-decoration: none; vertical-align: baseline;">According to line 70 of the code, the $loginkey variable was generated by hashing the lowercased username and password with MD5. Great, did this mean that we could crack the password by attacking the loginkey with md5($salt.$pass)? Line 69 would suggest otherwise, since $password was set to the bcrypt hash by the “encryptPassword” function. We wondered if it had always been this way, and a quick git blame revealed that this line was changed on 2012-06-14 with commit 1c833ec7. Here’s the difference:</span></div>
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<span style="background-color: transparent; color: black; font-family: Arial; font-size: 14.666666666666666px; font-style: normal; font-variant: normal; font-weight: 400; text-decoration: none; vertical-align: baseline;"> </span><span style="background-color: transparent; color: black; font-family: Arial; font-size: 14.666666666666666px; font-style: normal; font-variant: normal; font-weight: 400; text-decoration: none; vertical-align: baseline;"> </span><span style="background-color: transparent; color: black; font-family: Arial; font-size: 14.666666666666666px; font-style: normal; font-variant: normal; font-weight: 400; text-decoration: none; vertical-align: baseline;">$username = !empty($Values['username_suggest']) ? $Values['username_suggest'] : $Values['username'];</span></div>
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<span style="background-color: transparent; color: black; font-family: Arial; font-size: 14.666666666666666px; font-style: normal; font-variant: normal; font-weight: 400; text-decoration: none; vertical-align: baseline;">+ </span><span style="background-color: transparent; color: black; font-family: Arial; font-size: 14.666666666666666px; font-style: normal; font-variant: normal; font-weight: 400; text-decoration: none; vertical-align: baseline;"> </span><span style="background-color: transparent; color: black; font-family: Arial; font-size: 14.666666666666666px; font-style: normal; font-variant: normal; font-weight: 400; text-decoration: none; vertical-align: baseline;">$password = User::encryptPassword($Values['password']);</span></div>
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<span style="background-color: transparent; color: black; font-family: Arial; font-size: 14.666666666666666px; font-style: normal; font-variant: normal; font-weight: 400; text-decoration: none; vertical-align: baseline;">- </span><span style="background-color: transparent; color: black; font-family: Arial; font-size: 14.666666666666666px; font-style: normal; font-variant: normal; font-weight: 400; text-decoration: none; vertical-align: baseline;"> </span><span style="background-color: transparent; color: black; font-family: Arial; font-size: 14.666666666666666px; font-style: normal; font-variant: normal; font-weight: 400; text-decoration: none; vertical-align: baseline;">$password = $Values['password'];</span></div>
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<span style="background-color: transparent; color: black; font-family: Arial; font-size: 14.666666666666666px; font-style: normal; font-variant: normal; font-weight: 400; text-decoration: none; vertical-align: baseline;"> </span><span style="background-color: transparent; color: black; font-family: Arial; font-size: 14.666666666666666px; font-style: normal; font-variant: normal; font-weight: 400; text-decoration: none; vertical-align: baseline;"> </span><span style="background-color: transparent; color: black; font-family: Arial; font-size: 14.666666666666666px; font-style: normal; font-variant: normal; font-weight: 400; text-decoration: none; vertical-align: baseline;">$loginkey = md5(strtolower($username).'::'.strtolower($password));</span></div>
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<span style="background-color: transparent; color: black; font-family: Arial; font-size: 14.666666666666666px; font-style: normal; font-variant: normal; font-weight: 400; text-decoration: none; vertical-align: baseline;">This meant that we could crack accounts created prior to this date with simple salted MD5.</span></div>
<span style="background-color: transparent; color: black; font-family: Arial; font-size: 14.666666666666666px; font-style: normal; font-variant: normal; font-weight: 400; text-decoration: none; vertical-align: baseline;">Also, the possible charset was reduced by 26 due to the use of strtolower().</span><span style="background-color: transparent; color: black; font-family: Arial; font-size: 14.666666666666666px; font-style: normal; font-variant: normal; font-weight: 400; text-decoration: none; vertical-align: baseline;"> </span></div>
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<span style="background-color: transparent; color: black; font-family: Arial; font-size: 14.666666666666666px; font-style: normal; font-variant: normal; font-weight: 700; text-decoration: underline; vertical-align: baseline;">Discovery 2</span></div>
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<span style="background-color: transparent; color: black; font-family: Arial; font-size: 14.666666666666666px; font-style: normal; font-variant: normal; font-weight: 400; text-decoration: none; vertical-align: baseline;">Date: 31/08/2015</span></div>
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<span style="background-color: transparent; color: black; font-family: Arial; font-size: 14.666666666666666px; font-style: normal; font-variant: normal; font-weight: 400; text-decoration: none; vertical-align: baseline;">Filename: AccountProvider.php</span></div>
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<span style="background-color: transparent; color: black; font-family: Arial; font-size: 14.666666666666666px; font-style: normal; font-variant: normal; font-weight: 400; text-decoration: none; vertical-align: baseline;">Function: generateLoginKey()</span></div>
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<span style="background-color: transparent; color: black; font-family: Arial; font-size: 14.666666666666666px; font-style: normal; font-variant: normal; font-weight: 400; text-decoration: none; vertical-align: baseline;">Lines of interest: 78, 79 </span></div>
<span style="background-color: transparent; color: black; font-family: Arial; font-size: 14.666666666666666px; font-style: normal; font-variant: normal; font-weight: 400; text-decoration: none; vertical-align: baseline;">Algorithm: md5(lc($username).”::”.lc($pass).”:”.lc($email).”:73@^bhhs&#@&^@8@*$”). </span></div>
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<span style="background-color: transparent; color: black; font-family: Arial; font-size: 14.666666666666666px; font-style: normal; font-variant: normal; font-weight: 400; text-decoration: none; vertical-align: baseline;">This function used a slightly different routine to generate the $loginkey as it incorporated the use of $username, $password, $email variables along with a constant salt string called $hash; and together, these variables were hashed with the MD5 algorithm.</span></div>
<span style="background-color: transparent; color: black; font-family: Arial; font-size: 14.666666666666666px; font-style: normal; font-variant: normal; font-weight: 400; text-decoration: none; vertical-align: baseline;">It appeared that generateLoginKey() was invoked when a user modified their account attributes (username, password and email) and as a result of this, a new loginkey was issued for that account. From our understanding, it appeared that bcrypt was not always used to hash the password prior to it being fed to the generateLoginKey function. This meant that this method could be used to recover passwords of accounts which had been modified prior to this code change.</span></div>
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<span style="background-color: transparent; color: black; font-family: Arial; font-size: 14.666666666666666px; font-style: normal; font-variant: normal; font-weight: 700; text-decoration: underline; vertical-align: baseline;"><br /></span>
<span style="background-color: transparent; color: black; font-family: Arial; font-size: 14.666666666666666px; font-style: normal; font-variant: normal; font-weight: 700; text-decoration: underline; vertical-align: baseline;">Exploiting the discoveries</span></div>
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<span style="background-color: transparent; color: black; font-family: Arial; font-size: 14.666666666666666px; font-style: normal; font-variant: normal; font-weight: 400; text-decoration: none; vertical-align: baseline;">Two different algorithms were added to MDXfind to support these discoveries. The simple version, MD5AM, implements the earlier code of md5(lc($username).”::”.lc($pass)); while MD5AM2 implements the more complex version, but pre-bcrypt. MD5AM2 uses both the username and the email address, as well as a fixed salt, in the form of md5(lc($username).”::”.lc($pass).”:”.lc($email).”:73@^bhhs&#@&^@8@*$”).</span></div>
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<span style="background-color: transparent; color: black; font-family: Arial; font-size: 14.666666666666666px; font-style: normal; font-variant: normal; font-weight: 400; text-decoration: none; vertical-align: baseline;">Both required this information to be extracted from separate SQL database entries, but were combined for ease of parsing into one string. The username/email combination was supplied to MDXfind with the -u switch as a separate file. </span></div>
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<span style="background-color: transparent; color: black; font-family: Arial; font-size: 14.666666666666666px; font-style: normal; font-variant: normal; font-weight: 400; text-decoration: none; vertical-align: baseline;">A third optimization was performed to identify and exclude MD5 hashes that could not be cracked using our discovered methods. These were $loginkeys created using the secure methods of md5(lc($usename).”::”.lc($bcrypt-string)). Since we had the username, and the bcrypt hash, we were able to isolate these hashes quickly.</span></div>
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<span style="background-color: transparent; color: black; font-family: Arial; font-size: 14.666666666666666px; font-style: normal; font-variant: normal; font-weight: 400; text-decoration: none; vertical-align: baseline;">Regardless, MDXfind was able to load all of the hashes, and because of the manner in which it stores and searches the hashes, we incurred negligible penalty from the search overhead of the “unsolvable” hashes. This allowed us to find more than 2.6 million passwords in just a few hours, using just *one* CPU box only.</span></div>
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<span style="background-color: transparent; color: black; font-family: Arial; font-size: 14.666666666666666px; font-style: normal; font-variant: normal; font-weight: 700; text-decoration: underline; vertical-align: baseline;">Alternatively</span></div>
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<span style="background-color: transparent; color: black; font-family: Arial; font-size: 14.666666666666666px; font-style: normal; font-variant: normal; font-weight: 400; text-decoration: none; vertical-align: baseline;">The hashes from the the dump were also converted into an appropriate format suitable for loading as md5($salt.$pass) into any existing CPU/GPU crackers (only for Discovery 1).</span></div>
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<span style="background-color: transparent; color: black; font-family: Arial; font-size: 14.666666666666666px; font-style: normal; font-variant: normal; font-weight: 700; text-decoration: underline; vertical-align: baseline;">Case Correction</span></div>
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<span style="background-color: transparent; color: black; font-family: Arial; font-size: 14.666666666666666px; font-style: normal; font-variant: normal; font-weight: 400; text-decoration: none; vertical-align: baseline;">Having the solved md5 tokens however, did not mean that we “knew” the original password. The token used only the lowercase value of the password and thus a secondary step to toggle the case of each character generating each variant was necessary, in order to properly crack the bcrypt hashes. Fortunately, this was a fixed-set problem with each bcrypt hash, thus only one salt needed to be checked for each bcrypt against the case variants.</span></div>
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<span style="background-color: transparent; color: black; font-family: Arial; font-size: 14.666666666666666px; font-style: normal; font-variant: normal; font-weight: 400; text-decoration: none; vertical-align: baseline;">A separate run correcting our cracked tokens against the bcrypt counterpart validated that we had in fact solved millions of bcrypt hashes...in days, not years. As of posting our team has successfully cracked over 11.2 million of the bcrypt hashes. </span><br />
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<span style="background-color: transparent; color: black; font-family: Arial; font-size: 14.666666666666666px; font-style: normal; font-variant: normal; font-weight: 400; text-decoration: none; vertical-align: baseline;"><b>Update: </b></span><br />
<span style="background-color: transparent; color: black; font-family: Arial; font-size: 14.666666666666666px; font-style: normal; font-variant: normal; font-weight: 400; text-decoration: none; vertical-align: baseline;">Dan Goodin from Ars Technica has also written an <a href="http://arstechnica.com/security/2015/09/once-seen-as-bulletproof-11-million-ashley-madison-passwords-already-cracked/">article</a> which gives a thorough explanation of the process.</span><br />
<span style="background-color: transparent; color: black; font-family: Arial; font-size: 14.6667px; font-style: normal; font-variant: normal; text-decoration: none; vertical-align: baseline;"><b>Update 2:</b></span><br />
<span style="background-color: transparent; color: black; font-family: Arial; font-size: 14.666666666666666px; font-style: normal; font-variant: normal; font-weight: 400; text-decoration: none; vertical-align: baseline;">We have done a <a href="http://cynosureprime.blogspot.com/2015/09/csp-our-take-on-cracked-am-passwords.html">follow up</a> post giving an overview of the cracked passwords.</span><br />
<span style="background-color: transparent; color: black; font-family: Arial; font-size: 14.666666666666666px; font-style: normal; font-variant: normal; font-weight: 400; text-decoration: none; vertical-align: baseline;"><br /></span></div>
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<span style="background-color: transparent; color: black; font-family: Arial; font-size: 14.666666666666666px; font-style: normal; font-variant: normal; font-weight: 400; text-decoration: none; vertical-align: baseline;"> </span><span style="background-color: transparent; color: black; font-family: Arial; font-size: 14.666666666666666px; font-style: normal; font-variant: normal; font-weight: 400; text-decoration: none; vertical-align: baseline;"> </span></div>
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<span style="background-color: transparent; color: black; font-family: Arial; font-size: 14.666666666666666px; font-style: normal; font-variant: normal; font-weight: 400; text-decoration: none; vertical-align: baseline;"> </span><span style="background-color: transparent; color: black; font-family: Arial; font-size: 14.666666666666666px; font-style: normal; font-variant: normal; font-weight: 400; text-decoration: none; vertical-align: baseline;"> </span><span style="background-color: transparent; color: black; font-family: Arial; font-size: 14.666666666666666px; font-style: normal; font-variant: normal; font-weight: 400; text-decoration: none; vertical-align: baseline;"></span></div>
Unknownnoreply@blogger.comtag:blogger.com,1999:blog-5717741750935093742.post-45458179926806903962015-08-31T08:16:00.004-07:002015-08-31T08:16:59.181-07:00Crack Me If You Can 2015Our team participated in Korelogic's Crack Me If You Can 2015 and placed 2nd. <br />
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<a href="http://downloads.unifiedlm.com/contests/cmiyc2015/WriteUp.pdf">Link to write-up</a>Unknownnoreply@blogger.comtag:blogger.com,1999:blog-5717741750935093742.post-62875368782020133752015-05-25T07:35:00.000-07:002015-05-28T21:30:58.102-07:00Hashrunner 2015 Resource PackageWe have attached some binaries and src of most of the resources used by our team for Hashrunner 2015<br />
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Package includes<br />
-src and binaries for challenges 7, 8 & 9<br />
-Binaries for the crackers/generators for the PHC finalist algorithms Argon, Battcrypt Lyra2, Parallel & POMELO (which we did not end up using, but had ready in anticipation). <br />
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<a href="http://downloads.unifiedlm.com/contests/hashrunner2015/resources.zip">Download here</a><br />
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Note: Most of the code was pulled together quickly so likelihood of crashing is high, though they should do the job.Unknownnoreply@blogger.comtag:blogger.com,1999:blog-5717741750935093742.post-19987234278264076812015-05-21T22:39:00.000-07:002015-05-21T22:39:26.332-07:00Hashrunner 2015 Write-upWe have posted up our team <a href="http://downloads.unifiedlm.com/contests/hashrunner2015/WriteUp.pdf">write-up for hashrunner2015 </a><br />
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Our resources used in the contest will be released shortly<br />
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Congrats Team Hashcat, you guys really owned it!!Unknownnoreply@blogger.com