ML//benchmark//cybersecurity evaluation

A cybersecurity evaluation is a benchmark that measures a model's offensive or defensive capability through tasks such as vulnerability discovery, exploitation, incident analysis or remediation. A percentage without the task distribution and operating conditions says very little.

A cybersecurity evaluation is a benchmark that measures a model's offensive or defensive capability through tasks such as vulnerability discovery, exploitation, incident analysis or remediation. A percentage without the task distribution and operating conditions says very little.

Agentic cyber evaluations are especially sensitive to tool access, target realism, time budget, network policy, hints and scoring, all set by the evaluation harness, whose permissions and infrastructure can change the capability the benchmark appears to measure. Removing safeguards may be appropriate when measuring maximum capability, but the resulting score is not automatically a prediction of product behavior in a contained deployment.

Advice26 · sep 04Read noteAlways ask what the model could touch, how long it could try and what counted as success: those three conditions move a cyber score as much as the model does, so a number without them cannot be compared with another.