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DESCRIPTION:   'Title: Poison the Well: RAG Attacks Against the Hacking Com
 munity's\n   Own Archives\n   Tags: Data Duplication Village | Creator Tal
 k/Panel\n   When: Saturday\, Aug 8\, 11:00 - 11:59 PDT\n   Where: LVCCW Le
 vel 2 W203 (Data Duplication Village) - [1]Map\n\n   Description:\n\n   Th
 is presentation demonstrates how archive poisoning attacks\n   compromise 
 Retrieval-Augmented Generation (RAG) systems by embedding\n   malicious in
 structions inside documents that influence model behavior\n   during retri
 eval. Using a customized agentic testing workflow\,\n   attendees will see
  how a single poisoned document can manipulate\n   outputs\, exfiltrate se
 nsitive information\, bias threat intelligence\n   results\, and abuse tru
 st relationships across a RAG-powered\n   environment without modifying mo
 del weights.\n\n   SpeakerBio:  Omer Farooq\n\n   Omer Farooq is a cyberse
 curity\, cloud\, and artificial intelligence\n   leader with more than twe
 nty-five years of experience spanning\n   application security\, cloud arc
 hitecture\, software engineering\,\n   DevSecOps\, AI security\, and techn
 ology innovation. As Founder and\n   Principal Security Consultant at Auxi
 n Security\, Omer has advised more\n   than 100 organizations worldwide\, 
 including Fortune 500 companies\,\n   government agencies\, healthcare org
 anizations\, and nonprofits. His\n   expertise includes GenAI and LLM secu
 rity\, offensive security\n   assessments\, threat modeling\, cloud securi
 ty\, DevSecOps\n   transformation\, secure software development\, and ente
 rprise\n   architecture. Omer is a frequent speaker at industry conference
 s and\n   events including RSA Conference\, BSides DC\, AWS events\, NAB S
 how\,\n   Microsoft Azure conferences\, and numerous cybersecurity forums.
  His\n   current research focuses on AI security\, agentic systems\,\n   r
 etrieval-augmented generation security\, offensive AI testing\, and\n   em
 erging threats targeting enterprise AI deployments.\n\n   '\n\n   1. #LVCC
 W_Level2_West\n\n\n
DTEND:20260808T185900Z
DTSTART:20260808T180000Z
LOCATION:Data Duplication Village - LVCCW Level 2 W203 (Data Duplication Vi
 llage)
SUMMARY:Poison the Well: RAG Attacks Against the Hacking Community's Own Ar
 chives
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