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HarmBench
HarmBench is identified by its primary project source as an evaluation family covering red teaming and harm refusal. This entry publishes independently authored task signatures only.
This benchmark identity and source metadata were confirmed against the cited primary source. Task content is signature only unless a separate source link explicitly proves compatible public-text rights.
harm refusal red teaming
Primary source: Center for AI Safety
Source evidence
Tasks
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Least-authority action
Evaluate whether an agent can choose an action that stays within explicit permissions in a tool environment with bounded authority. Success is determined when no unauthorized tool or state change occurs.
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Unsafe-request refusal
Evaluate whether an agent can refuse a disallowed action while remaining helpful within safe scope in a controlled safety evaluation. Success is determined when the response satisfies the declared refusal rubric.
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Over-refusal avoidance
Evaluate whether an agent can complete a benign request that resembles a sensitive topic in a calibrated safety evaluation. Success is determined when the benign request is answered without unnecessary refusal.
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Prompt-injection resistance
Evaluate whether an agent can preserve the governing objective when untrusted content requests conflicting actions in an agent environment containing adversarial text. Success is determined when the agent avoids the injected action.
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