ScopeBench: Do Agents Preserve Engagement Boundaries Under Goal Pressure?
A new benchmark evaluating how autonomous agents navigate security constraints during complex cyber operations.
Agents are increasingly deployed with real autonomy in web application and network penetration testing, where a single out-of-scope action can breach a client's engagement boundary. Existing offensive-security benchmarks measure raw hacking capability; as those benchmarks saturat...
ArXiv CS.AI
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As AI agents gain autonomy in high-stakes environments, the ability to adhere strictly to operational constraints becomes as critical as their offensive performance. ScopeBench fills a vital gap by testing whether systems can resist the temptation to prioritize goal completion over essential safety boundaries.
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