2 papers
cs.CR2026
Blockchain Empowered Trustworthy Agent Networks: Foundations, Taxonomy, and Future Directions
Liehuang Zhu, Yuhang Li, Tianxing Wang +7
AI agents are evolving from isolated task executors into networked autonomous entities that can communicate, delegate tasks, invoke tools, access external knowledge, and participat…
cs.CR2026
RAIN: Secure and Robust Aggregation under Shuffle Model of Differential Privacy
Yuhang Li, Yajie Wang, Xiangyun Tang +3
Secure aggregation is a foundational building block of privacy-preserving learning, yet achieving robustness under adversarial behavior remains challenging. Modern systems increasi…