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#artificial intelligence Preprint Oct 2026

Agent-Canary-Mas: End-to-End Evaluation of Protocol Risk in Long-Horizon Multi-Agent Systems

Agent-to-agent protocols allow LLM agents to discover peers, exchange results, and coordinate tool use. A locally successful protocol attack, however, may be rejected by a later agent or propagated into a consequential task decision. Measuring local exploitability alone leaves this difference unresolved and provides li...

Xiu-Ming Liu, Le Gai, Zhi-Yuan Chang et al. · 0 citations

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