G-Safeguard: A Topology-Guided Security Lens and Treatment on LLM-based Multi-agent Systems. - Shilong Wang 002; Guibin Zhang; Miao Yu; Guancheng Wan; Fanci Meng; Chongye Guo; Kun Wang 056; Yang Wang 015 (ACL (1), 2025)

AgentSafe: Safeguarding Large Language Model-based Multi-agent Systems via Hierarchical Data Management. - Junyuan Mao; Fanci Meng; Yifan Duan; Miao Yu; Xiaojun Jia; Junfeng Fang; Yuxuan Liang; Kun Wang 056; Qingsong Wen (CoRR, 2025)

A Survey on Trustworthy LLM Agents: Threats and Countermeasures. - Miao Yu; Fanci Meng; Xinyun Zhou; Shilong Wang 002; Junyuan Mao; Linsey Pang; Tianlong Chen 001; Kun Wang 056; Xinfeng Li; Yongfeng Zhang; Bo An 001; Qingsong Wen (CoRR, 2025)

A Comprehensive Survey in LLM(-Agent) Full Stack Safety: Data, Training and Deployment. - Kun Wang 056; Guibin Zhang; Zhenhong Zhou; Jiahao Wu; Miao Yu; Shiqian Zhao; Chenlong Yin; Jinhu Fu; Yibo Yan; Hanjun Luo; Liang Lin; Zhihao Xu; et al. (CoRR, 2025)