MAS-Shield: A Defense Framework for Secure and Efficient LLM MAS

Kaixiang Wang, Zhaojiacheng Zhou, Bunyod Suvonov +2

Large Language Model (LLM)-based Multi-Agent Systems (MAS) are susceptible to linguistic attacks that can trigger cascading failures across the network. Existing defenses face a fu…