Adversarial Robustness Testing

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Test model robustness against adversarial inputs systematically.

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Test {{model}} robustness against {{adversarial_techniques}}.

Step 1: Generate adversarial variants of {{test_prompts}}
Step 2: Apply perturbations (typos, rephrasing, injections)
Step 3: Measure output stability under perturbations
Step 4: Identify vulnerability patterns
Step 5: Calculate robustness scores per technique
Step 6: Recommend hardening strategies prioritized by risk

Document attack success rates and patterns.

Details

Category

Analysis

Use Cases

Robustness testingAdversarial analysisSecurity hardening

Works Best With

claude-opus-4.5gpt-5.2gemini-2.0-flash
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