Wenjun Xue
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126
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2026
Defending LLM-based Multi-Agent Systems Against Cooperative Attacks with Sentence-Level Rectification
This paper addresses the threat of coordinated misinformation in LLM-based Multi-Agent Systems by proposing a defense framework, STAR, that effectively identifies and rectifies misleading information at the sentence level.
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cs.AIRecentMay 27, 2026
Defending LLM-based Multi-Agent Systems Against Cooperative Attacks with Sentence-Level Rectification
Yaoyang Luo, Zhi Zheng, Ziwei Zhao, Tong Xu +4 more
This paper addresses the threat of coordinated misinformation in LLM-based Multi-Agent Systems by proposing a defense framework, STAR, that effectively identifies and rectifies misleading information…
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