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On Generative AI Security – Source: www.schneier.com

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Source: www.schneier.com – Author: Bruce Schneier

Microsoft’s AI Red Team just published “Lessons from
Red Teaming 100 Generative AI Products
.” Their blog post lists “three takeaways,” but the eight lessons in the report itself are more useful:

  1. Understand what the system can do and where it is applied.
  2. You don’t have to compute gradients to break an AI system.
  3. AI red teaming is not safety benchmarking.
  4. Automation can help cover more of the risk landscape.
  5. The human element of AI red teaming is crucial.
  6. Responsible AI harms are pervasive but difficult to measure.
  7. LLMs amplify existing security risks and introduce new ones.
  8. The work of securing AI systems will never be complete.

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Posted on February 5, 2025 at 7:03 AM5 Comments

Sidebar photo of Bruce Schneier by Joe MacInnis.

Original Post URL: https://www.schneier.com/blog/archives/2025/02/on-generative-ai-security.html

Category & Tags: Uncategorized,AI,computer security,cyberattack,LLM,Microsoft – Uncategorized,AI,computer security,cyberattack,LLM,Microsoft

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