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Cai, Yifeng

  1. No Privacy Left Outside: On the (In-)Security of TEE-Shielded DNN Partition for On-Device ML
    2023/10/11 by Ziqi Zhang, Chen Gong, Zhang, Ziqi +13 · 10 citations
    Computer Science · Engineering · #Security and Verification in Computing #Adversarial Robustness in Machine Learning #Radiation Effects in Electronics
  2. TransTailor: Pruning the Pre-trained Model for Improved Transfer Learning
    2021/03/02 by Bingyan Liu, Liu, Bingyan, Yifeng Cai +5 · 3 citations
    Computer Science · #Advanced Neural Network Applications #Computer Vision and Pattern Recognition (cs.CV) #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #Machine Learning (cs.LG) #Multimodal Machine Learning Applications
  3. AgentArmor: Enforcing Program Analysis on Agent Runtime Trace to Defend Against Prompt Injection
    2025/08/02 by Peiran Wang, Yang Liu, Wang, Peiran +14 · 5 citations
    Computer Science · #Advanced Graph Neural Networks #Adversarial Robustness in Machine Learning #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #Cryptography and Security (cs.CR) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Software Engineering (cs.SE) #Topic Modeling
  4. DistFL: Distribution-aware Federated Learning for Mobile Scenarios
    2021/10/22 by Liu, Bingyan, Cai, Yifeng, Zhang, Ziqi +5 · 1 citation
    #Distributed #FOS: Computer and information sciences #Machine Learning (cs.LG) #Parallel #and Cluster Computing (cs.DC)
  5. TEESlice: Protecting Sensitive Neural Network Models in Trusted Execution Environments When Attackers have Pre-Trained Models
    2024/11/15 by Li, Ding, Zhang, Ziqi, Yao, Mengyu +3 · 2 citations
    #Artificial Intelligence (cs.AI) #Cryptography and Security (cs.CR) #FOS: Computer and information sciences #Machine Learning (cs.LG)
  6. I Can Tell Your Secrets: Inferring Privacy Attributes from Mini-app Interaction History in Super-apps
    2025/03/13 by Yifeng Cai, Cai, Yifeng, Mengyu Yao +18 · 1 citation
    Computer Science · Social Sciences · #Advanced Malware Detection Techniques #Cryptography and Security (cs.CR) #FOS: Computer and information sciences #Information and Cyber Security #Privacy, Security, and Data Protection