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DESCRIPTION:   'Title: Not Just The Pickle: An Overview of Exploitable ML\n
    Serialization Formats\n   When: Friday\, Aug 11\, 12:30 - 13:25 PDT\n  
  Where: Caesars Forum - Academy - 401-406 - AI Village - [1]Map\n\n   Spea
 kerBio:Marta Janus\n   No BIO available\n\n   Description:\n   Machine lea
 rning models are often treated as black boxes\, with their\n   internals h
 idden away from users. However\, as ML technology has become\n   more prev
 alent in everyday life\, it is crucial to understand that\n   these models
  are essentially code - and as such\, can be manipulated in\n   unexpected
  and potentially malicious ways. In this talk\, we explore\n   several mod
 el serialization formats used by popular ML libraries\, such\n   as PyTorc
 h\, Keras\, TensorFlow\, and scikit-learn. We show how each of\n   these f
 ormats can be exploited to execute arbitrary code and bypass\n   security 
 measures\, leading to the compromise of critical ML\n   infrastructure sys
 tems. We also demonstrate how it is possible to hide\n   a malicious paylo
 ad inside an ML model using steganography and then\n   reconstruct and exe
 cute it when the model is loaded into memory.\n   '\n\n   1. #CaesarsAcade
 myBR\n\n\n
DTEND:20230811T202500Z
DTSTART:20230811T193000Z
LOCATION:AIV - Caesars Forum - Academy - 401-406 - AI Village
SUMMARY:Not Just The Pickle: An Overview of Exploitable ML Serialization Fo
 rmats
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