Meng, Fanci

1. A Comprehensive Survey in LLM(-Agent) Full Stack Safety: Data, Training and Deployment
   2025/04/22 by Kun Wang, Guibin Zhang, Wang, Kun +193 · 34 citations
   Computer Science · Health Professions · Medicine · #Adversarial Robustness in Machine Learning #Occupational Health and Safety Research #Artificial Intelligence in Healthcare and Education
2. A Survey on Trustworthy LLM Agents: Threats and Countermeasures
   2025/03/12 by Miao Yu, Fanci Meng, Yu, Miao +21 · 19 citations
   Computer Science · Social Sciences · #Explainable Artificial Intelligence (XAI) #Big Data and Digital Economy #Ethics and Social Impacts of AI
3. G-Safeguard: A Topology-Guided Security Lens and Treatment on LLM-based Multi-agent Systems
   2025/02/16 by Shilong Wang, Guibin Zhang, Wang, Shilong +11 · 14 citations
   Computer Science · Engineering · #Advanced Malware Detection Techniques #Cryptography and Security (cs.CR) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Multiagent Systems (cs.MA) #Network Security and Intrusion Detection #Smart Grid Security and Resilience
4. AgentSafe: Safeguarding Large Language Model-based Multi-agent Systems via Hierarchical Data Management
   2025/03/06 by Junyuan Mao, Mao, Junyuan, Yifan Duan +14 · 11 citations
   Computer Science · #Adversarial Robustness in Machine Learning #Big Data and Digital Economy #Blockchain Technology Applications and Security