MADBench: Benchmarking the Security of Multi-Agent Debate

Yuwan Liu, Jiaming Zhang, Yue Huang +1

Multi-agent debate (MAD) can improve large language model (LLM) reasoning by allowing multiple agents to exchange and critique their answers to the same task. However, the interact…