~/talk

Harnessing AI for Malevolence: A Hackers Tale

Talkat CPH DevFest 2024 · 2024-08-26..08-30· [security, machine-learning]
slides:none on file

Live demos show prompt injection bypasses 15 of 20 online summarizers tested, including an email assistant coerced to add a malicious “evil.com” link and speak like a 15th century pirate. Automated hallucination creates fake npm packages (reported 20–60% hallucination rate) enabling hallucination squatting where attackers publish those names. Malicious models on Hugging Face (example: White Rabbit) and tools from Lassu Security are used to refactor old exploits and scale phishing, while agents that sanitize prompts and outputs are the best-mitigation approach available.

AI-written summary · about

  1. 0:00AI-driven security risks
  2. 1:12Prompt injection attacks
  3. 3:38Jailbreaking AI controls
  4. 6:05Malicious AI in email assistants
  5. 8:31AI hallucinations and package risks
  6. 11:22Hallucination squatting in open source
  7. 12:46Malicious AI models
  8. 13:49Refactoring exploits with AI
  9. 14:52AI security challenges
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