Amplified Vulnerabilities: Structured Jailbreak Attacks on LLM-based Multi-Agent Debate

Senmao Qi, Yifei Zou, Peng Li +3

Multi-Agent Debate (MAD), leveraging collaborative interactions among Large Language Models (LLMs), aim to enhance reasoning capabilities in complex tasks. However, the security im…