PropGuard: Safeguarding LLM-MAS via Propagation-Aware Exploration and Remediation

Bingyu Yan, Xiaoming Zhang, Jinyu Hou +4

LLM-based multi-agent systems (LLM-MAS) have become a promising paradigm for solving complex tasks through role specialization, tool use, memory, and collaborative reasoning. Howev…