LLM security assessment checklist for CISOs

An LLM security assessment should answer one question: where can untrusted input change behavior, expose data, or trigger unsafe actions?

Checklist

  • Prompt and instruction hierarchy abuse
  • Retrieval and logging leakage paths
  • Tool/agent authorization and blast radius
  • Vendor and model data-use claims
  • Production gates in the AI SDLC

Use this as a briefing agenda, not a substitute for adversarial testing.

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