Governance Guide
AI Adversarial Testing Scenario Library for Red Teams
Adversarial testing fails when scenario coverage is incomplete. This library defines standard test scenarios with severity scoring and evidence requirements.
Implementation Steps
- Inventory prompt injection scenarios: jailbreak attempts, role confusion, and instruction override.
- Add data exfiltration scenarios: PII extraction, training data leakage, and context sniffing.
- Include bias audit scenarios: demographic skew, outcome disparity, and recommendation manipulation.
- Track scenario pass rate and add new scenarios when production vulnerability emerges.
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- Provider and model split recommendations
- Budget guardrail design by traffic stage
- KPI plan for spend, quality, and conversion