2025

Red-teaming LLM Multi-agent Systems via Communication Attacks
Red-teaming LLM Multi-agent Systems via Communication Attacks

Pengfei He, Yupin Lin, Shen Dong, Han Xu, Yue Xing, Hui Liu

Association for Computational Linguistics (ACL) 2025

[Paper]

Red-teaming LLM Multi-agent Systems via Communication Attacks

Pengfei He, Yupin Lin, Shen Dong, Han Xu, Yue Xing, Hui Liu

Association for Computational Linguistics (ACL) 2025

[Paper]

Memory Injection Attacks on LLM Agents via Query-Only Interaction
Memory Injection Attacks on LLM Agents via Query-Only Interaction

Shen Dong*, Shaochen Xu*, Pengfei He, Yige Li, Jiliang Tang, Tianming Liu, Hui Liu, Zhen Xiang (* equal contribution)

Neural Information Processing Systems (NeurIPS) 2025

[Code] [Paper]

Memory Injection Attacks on LLM Agents via Query-Only Interaction

Shen Dong*, Shaochen Xu*, Pengfei He, Yige Li, Jiliang Tang, Tianming Liu, Hui Liu, Zhen Xiang (* equal contribution)

Neural Information Processing Systems (NeurIPS) 2025

[Code] [Paper]