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cs.CR2026
OpenPCC: Open and Confidential LLM Serving on Commodity TEEs
Haoling Zhou, Shixuan Zhao, Chao Wang +1
Generative AI applications such as personal AI agents, image generators, and chat assistants offer advanced capabilities to improve user experience. Behind the scenes, Large Langua…
cs.CR2026
Too Private to Tell: Practical Token Theft Attacks on Apple Intelligence
Haoling Zhou, Shixuan Zhao, Chao Wang +1
Apple Intelligence is a generative AI (GenAI) service provided by Apple on its devices. While offering a similar set of features as other similar GenAI services, Apple Intelligence…
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…