G-Safeguard: A Topology-Guided Security Lens and Treatment on LLM-based Multi-agent Systems

Shilong Wang, Guibin Zhang, Miao Yu +5

Large Language Model (LLM)-based Multi-agent Systems (MAS) have demonstrated remarkable capabilities in various complex tasks, ranging from collaborative problem-solving to autonom…