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DESCRIPTION:   'Title: I’m not Keylogging you! Just some benign data coll
 ection for\n   User Behavior Modeling\n   When: Friday\, Aug 12\, 11:00 - 
 11:50 PDT\n   Where: Caesars Forum - Summit 220->236 (AI Village) - [1]Map
 \n\n   SpeakerBio:Harini Kannan \n   No BIO available\n\n   Description:\
 n   User and Entity Behavior Analysis (UEBA) has been an active area of\n 
   research in cybersecurity for years now. Advancements in unsupervised\n 
   machine learning methodologies have made UEBA models effective in\n   de
 tecting anomalous drifts from baseline behavior. But when collecting\n   u
 ser generated systems data from a cluster of machines in the cloud or\n   
 from an endpoint\, the data scientist gets access to human generated\n   r
 aw features\, which keys are typed when\, and what are those. This\n   sta
 rts off as acceptable but wades into the grey area of almost\n   keyloggin
 g users which is dangerous.\n\n   In this talk\, we will go through a real
  example of how a user behavior\n   experiment was set up\, right from bui
 lding the features to running the\n   data collection script within contai
 ners to flushing the raw data\n   regularly and the users sending only agg
 regated metrics to the data\n   scientists for model building and analysis
 . We’ll go through the\n   entire setup from data collection and data fl
 ushing to model building\n   by creating weak labels and further analysis.
 \n\n   '\n\n   1. https://defcon.outel.org/consolidated_page.html#CaesarsS
 ummitBR\n\n\n
DTEND:20220812T185000Z
DTSTART:20220812T180000Z
LOCATION:AIV - Caesars Forum - Summit 220->236 (AI Village)
SUMMARY:I’m not Keylogging you! Just some benign data collection for User
  Behavior Modeling
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