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Of course Dave, I'd love to do that - AI Prompt Injection attacks

Talkat NDC Oslo 2024 · 2024-06-10..06-14· [security, large-language-models]
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slides:none on file

Shows concrete attacks against ChatGPT and OpenAI APIs that make models follow hidden commands: direct prompt injection, indirect prompt injection, multimodal injection. Demonstrations include a moderator bypass where appended instructions make the model blame the wrong user, a log-analyzer forced to reply only "false", a fetched webpage that turns responses into "potato", an image prompt that hides people, and simple scripts that turn models into Twitterbots or CV-generators that reliably boost applicants. Some models resist; others obey.

AI-written summary · about

  1. 0:00Prompt injection attacks
  2. 1:30System and user prompts
  3. 3:45Direct vs indirect injection
  4. 4:27Direct injection examples
  5. 6:16AI logs and injection risks
  6. 7:40Indirect injection in fetched data
  7. 9:06Multimodal injection with images
  8. 10:36Corporate chatbot failures
  9. 11:40AI filtering CVs and hidden instructions
  10. 12:44Q&A
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