How benchmarks evaluate AI models' ability to find and exploit vulnerabilities
Original titleHow do we eval if a model can find and exploit vulnerabilities? We discuss some benchmarks and the common pattern:
AISummary
The post explains how cybersecurity benchmarks test whether models can find and exploit vulnerabilities. Common setups place a target in a sandboxed Docker container, provide either only code (0-day) or code plus a patch (1-day), allow tools like bash and static analyzers, and use a grader to score exploits or captured flags.
Source: Eugene Yan · x.comPublished · added here