2 papers
cs.MA2026
Auditing Cascading Risks in Multi-Agent Systems via Semantic-Geometric Co-evolution
Zixun Luo, Yuhang Fan, Hengyu Lin +2
Large Language model (LLM)-based Multi-Agent Systems (MAS) are prone to cascading risks, where early-stage interactions remain semantically fluent and policy-compliant, yet the und…
cs.AI2025
AIAuditTrack: A Framework for AI Security system
Zixun Luo, Yuhang Fan, Yufei Li +3
The rapid expansion of AI-driven applications powered by large language models has led to a surge in AI interaction data, raising urgent challenges in security, accountability, and…