Bare Knuckles and Brass Tacks

AI Red Teaming, Model Poisoning Attacks, and Where Defenders Should Focus with Adrian Wood!


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Hacker and researcher Adrian Wood (threlfall), an expert red teamer joins the show to talk about using supply chain attack techniques to poison AI models. This is the cutting edge, and most organizations are entirely unprepared.

George K and George A talk to Adrian about:

🛡️ The practical challenges and misconceptions around AI threats

⛓️ How attacking ML models is similar to supply chain attacks but in a far more complex environment

🧩 The importance of understanding your business and ML pipelines for better security

🔍 Tips and strategies for how Blue Teams can start building defenses and where they should focus their attention today

Recommendations for learning more:

  • Adrian’s research
  • DEFCON 31 AI Village Presentation
  • Andrej Karpathy's YouTube channel
  • Andrej Karpathy's GitHub
  • Fast.ai
  • Adrian's Resource List


We're speaking at SquadCon on August 8th! Get your tix here: https://blackgirlshack.org/event-5495307 


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Bare Knuckles and Brass TacksBy BKBT Productions

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