2025
G-Safeguard: A Topology-Guided Security Lens and Treatment on LLM-based Multi-agent Systems
ACL 2025long
Large Language Model (LLM)-based Multi-agent Systems (MAS) have demonstrated remarkable capabilities in various complex tasks, ranging from collaborative problem-solving to autonomous decision-making. However, as these systems become increasingly integrated into critical applications, their vulnerab…