15 citations · 15 across the 5 of their papers we have counts for
3 papers · 1 filter
ScopeBench: Do Agents Preserve Engagement Boundaries Under Goal Pressure?
Shane Caldwell, Max Harley, Ads Dawson +3
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…
ScopeJudge: Cost-Aware Pre-Execution Gating for Offensive Security Agents
Shane Caldwell, Max Harley, Ads Dawson +3
As LLM agents take on offensive security work, a single out-of-scope tool call can breach a client's engagement boundary, disrupt production, or void a bug-bounty finding. Unlike a…
Redefining AI Red Teaming in the Agentic Era: From Weeks to Hours
Raja Sekhar Rao Dheekonda, Will Pearce, Nick Landers
AI systems are entering critical domains like healthcare, finance, and defense, yet remain vulnerable to adversarial attacks. While AI red teaming is a primary defense, current app…