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CyberSecEval
CyberSecEval is identified by its primary project source as an evaluation family covering cybersecurity and secure code. 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.
cybersecurity secure code
Primary source: Meta Purple Llama
Source evidence
Task Patterns
No confirmed Patterns yet.
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Stable Task identities and signatures
Least-authority action
KFA Task ID: benchmark-task-scout-043fd03f266ec50dd2efa716
Source or catalog identity: cyberseceval-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.
Prompt-injection resistance
KFA Task ID: benchmark-task-scout-410097bd2725b5f16601d710
Source or catalog identity: cyberseceval-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.
Unsafe-request refusal
KFA Task ID: benchmark-task-scout-7b6be52491d12719d1c85284
Source or catalog identity: cyberseceval-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.
Over-refusal avoidance
KFA Task ID: benchmark-task-scout-f2c81adde2d601f4b122bc0d
Source or catalog identity: cyberseceval-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.
Tasks
signature only
Least-authority action
KFA Task ID: benchmark-task-scout-043fd03f266ec50dd2efa716
Source or catalog identity: cyberseceval-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.
signature only
Prompt-injection resistance
KFA Task ID: benchmark-task-scout-410097bd2725b5f16601d710
Source or catalog identity: cyberseceval-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.
signature only
Unsafe-request refusal
KFA Task ID: benchmark-task-scout-7b6be52491d12719d1c85284
Source or catalog identity: cyberseceval-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.
signature only
Over-refusal avoidance
KFA Task ID: benchmark-task-scout-f2c81adde2d601f4b122bc0d
Source or catalog identity: cyberseceval-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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