Where Rules End and Judges Begin: Measuring the Judgment Boundary in Multi-Agent Systems Security.

arXiv:2610.07657v2 Announce Type: replace Abstract: LLM-based multi-agent systems (MAS) engage tools, share memory, and delegate tasks, often encountering adversarial content. Current defenses for MAS are typically evaluated in isolation, focusing on one attac