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DESCRIPTION:   'Title: Deceiving AI Agents\, Prompt Thieves\, and LLM Attac
 k Tooling\n   Tags: Adversary Village | Creator Talk/Panel\n   When: Satur
 day\, Aug 8\, 13:30 - 13:55 PDT\n   Where: LVCCW Level 1 Hall 2 602 (Adver
 sary Village) Hands-on Activity\n   Area - [1]Map\n\n   Description:\n\n  
  Honey-AI is an AI API honeypot that impersonates OpenAI\, Anthropic\,\n  
  Gemini\, Cohere\, Azure OpenAI\, MCP servers\, vector databases\, and SSH
 \n   environments to capture attacks against modern AI infrastructure. Thi
 s\n   tool demo shows how it detects credential stuffing\, prompt injectio
 n\,\n   MCP tool abuse\, RAG poisoning\, agentic framework enumeration\, s
 tolen\n   key reuse\, and AI-specific reconnaissance without forwarding tr
 affic\n   to real providers. Attendees will see live attack telemetry\, de
 ception\n   lures\, canary credentials\, tactical mapping\, and exportable
  threat\n   intelligence built around the emerging AI attack surface.\n\n 
   Check out the Abstract and a video demo -\n   https://w00t3k.github.io/H
 oney-AI/\n\n   SpeakerBio:  Adam Toscher\, Security Researcher\n\n   Adam 
 Toscher (w00tock) is an offensive security engineer and red team\n   opera
 tor with over 20 years of experience across IT\, network\n   engineering\,
  adversary simulation\, and AI-assisted security research.\n\n   His curre
 nt conference-focused work includes Mainframe-AI\, an\n   AI-assisted main
 frame security education platform\, and Honey-AI\, an AI\n   API honeypot 
 for deception across MCP\, agentic workflows\, and AI\n   infrastructure a
 buse.\n\n   He has assessed enterprise environments across multiple indust
 ries\,\n   translating deep technical findings into clear\, actionable\n  
  remediation. Adam has spoken at Hushcon (2019\, 2023\, and 2025)\, PRaSEC
 \n   (2023)\, and CypherCon (2026)\, and has been selected to speak at\n  
  OrangeCon (2026).\n\n   Links:\n       adversaryvillage.org/adversary-eve
 nts/DEFCON-34/Adam-Toscher/ -\n   [2]https://adversaryvillage.org/adversar
 y-events/DEFCON-34/Adam-Toscher/\n   '\n\n   1. #LVCCW_Level1_Hall2\n   2.
  https://adversaryvillage.org/adversary-events/DEFCON-34/Adam-Toscher/\n\n
 \n
DTEND:20260808T205500Z
DTSTART:20260808T203000Z
LOCATION:Adversary Village - LVCCW Level 1 Hall 2 602 (Adversary Village) H
 ands-on Activity Area
SUMMARY:Deceiving AI Agents\, Prompt Thieves\, and LLM Attack Tooling
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