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Deng, Jieren

  1. TAG: Gradient Attack on Transformer-based Language Models
    2021/03/11 by Jieren Deng, Yijue Wang, Deng, Jieren +11 · 4 citations
    Computer Science · Medicine · #Adversarial Robustness in Machine Learning #Artificial Intelligence in Healthcare and Education #Cryptography and Security (cs.CR) #FOS: Computer and information sciences #Privacy-Preserving Technologies in Data
  2. SAPAG: A Self-Adaptive Privacy Attack From Gradients
    2020/09/14 by Yijue Wang, Jieren Deng, Wang, Yijue +13 · 1 citation
    Computer Science · #Advanced Neural Network Applications #Adversarial Robustness in Machine Learning #Cryptography and Security (cs.CR) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Privacy-Preserving Technologies in Data
  3. A Secure and Efficient Federated Learning Framework for NLP
    2022/01/28 by Jie‐Ren Deng, Deng, Jieren, Chenghong Wang +17 · 1 citation
    Computer Science · Medicine · #Computation and Language (cs.CL) #Cryptography and Data Security #Cryptography and Security (cs.CR) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Pharmacological Effects and Toxicity Studies #Privacy-Preserving Technologies in Data
  4. Smooth and Stepwise Self-Distillation for Object Detection
    2023/03/09 by Deng, Jieren, Zhou, Xin, Tian, Hao +2 · 1 citation
    #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences
  5. Distilling Adversarial Robustness Using Heterogeneous Teachers
    2024/02/23 by Jieren Deng, Aaron Zeff Palmer, Deng, Jieren +11 · 1 citation
    Computer Science · Engineering · #Adversarial Robustness in Machine Learning #Anomaly Detection Techniques and Applications #Computer Vision and Pattern Recognition (cs.CV) #Cryptography and Security (cs.CR) #FOS: Computer and information sciences #Fault Detection and Control Systems
  6. Certifying Adapters: Enabling and Enhancing the Certification of Classifier Adversarial Robustness
    2024/05/25 by Jieren Deng, Deng, Jieren, Hanbin Hong +13 · 1 citation
    Computer Science · #Adversarial Robustness in Machine Learning #Anomaly Detection Techniques and Applications #Computer Vision and Pattern Recognition (cs.CV) #Cryptography and Security (cs.CR) #FOS: Computer and information sciences #Machine Learning (cs.LG)