2 papers
cs.CR2026
Styx: Collaborative and Private Data Processing With TEE-Enforced Sticky Policy
Shixuan Zhao, Weicheng Wang, Ninghui Li +1
Protecting sensitive information in data-driven collaborations, such as AI training, while meeting the diverse requirements of multiple mutually distrusted stakeholders, is both cr…
cs.LG2026
Security Considerations for Artificial Intelligence Agents
Ninghui Li, Kaiyuan Zhang, Kyle Polley +1
This article, a lightly adapted version of Perplexity's response to NIST/CAISI Request for Information 2025-0035, details our observations and recommendations concerning the securi…