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AgentDojo
AgentDojo is identified by its primary project source as an evaluation family covering agent security and prompt injection. 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.
agent security prompt injection
Primary source: ETH Zurich SPY Lab
Source evidence
Tasks
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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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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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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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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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