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CONTINUITY: Security-Context Contracts for Composable LLM Agent Controls

· ArXiv · AI/CL/LG ·
The paper’s core claim is that agent security controls can fail at the handoff, even when each control works on its own.

Zheng and Yang call that failure “security-context discontinuity”: context gets dropped, widened, rebound, or reinterpreted as actions move between components. Their CONTINUITY framework uses assume-guarantee contracts and authenticated artifacts to preserve authorization, provenance, policy state, delegation, and execution boundaries through the full instruction-to-effect path. In their reference verifier tests, the full configuration produced no harmful external effects across 2,560 attack instances, while completing 700 benign tasks and escalating 200 ambiguous cases. Source: ArXiv · AI/CL/LG's note.

score 5

Categories: Research