Module 13 · AI Security Evaluations

Manish Garg
Manish Garg Associate of (ISC)² · RingSafe
Apr 27, 2026
1 min read
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Last updated: April 29, 2026

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How do you know if your AI is safe enough? Structured evaluation.

How do you know if your AI is safe enough? Structured evaluation.

Eval categories

  • Adversarial robustness — does it resist attacks?
  • Toxicity — does it produce harmful content?
  • Bias — does it discriminate?
  • Privacy — does it leak training data?
  • Reliability — does it hallucinate?
  • Capability — what can the model do that’s sensitive?
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