vix.ing · top · new · best · stats · spec

Gu, Hanlin

  1. FedIPR: Ownership Verification for Federated Deep Neural Network Models
    2021/09/27 by Li, Bowen, Fan, Lixin, Gu, Hanlin +2 · 4 citations
    #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Machine Learning (cs.LG)
  2. FedTracker: Furnishing Ownership Verification and Traceability for Federated Learning Model
    2022/11/14 by Shuo Shao, Wenyuan Yang, Shao, Shuo +11 · 3 citations
    Computer Science · #Artificial Intelligence (cs.AI) #Cloud Data Security Solutions #Cryptography and Security (cs.CR) #FOS: Computer and information sciences #Machine Learning (cs.LG)
  3. FedMKT: Federated Mutual Knowledge Transfer for Large and Small Language Models
    2024/06/04 by Fan, Tao, Ma, Guoqiang, Kang, Yan +5 · 5 citations
    #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences
  4. FedMIA: An Effective Membership Inference Attack Exploiting "All for One" Principle in Federated Learning
    2024/02/09 by Zhu, Gongxi, Li, Donghao, Gu, Hanlin +3 · 4 citations
    #Cryptography and Security (cs.CR) #FOS: Computer and information sciences #Machine Learning (cs.LG)
  5. Diffusion-Driven Data Replay: A Novel Approach to Combat Forgetting in Federated Class Continual Learning
    2024/09/02 by Liang, Jinglin, Zhong, Jin, Gu, Hanlin +6 · 5 citations
    #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Machine Learning (cs.LG)
  6. Grounding Foundation Models through Federated Transfer Learning: A General Framework
    2023/11/29 by Yan Kang, Kang, Yan, Tao Fan +8 · 3 citations
    Computer Science · #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Privacy-Preserving Technologies in Data #Topic Modeling
  7. No Free Lunch Theorem for Security and Utility in Federated Learning
    2022/03/11 by Xiaojin Zhang, Zhang, Xiaojin, Hanlin Gu +7 · 2 citations
    Computer Science · #Cryptography and Data Security #FOS: Computer and information sciences #Machine Learning (cs.LG) #Privacy-Preserving Technologies in Data
  8. Ten Challenging Problems in Federated Foundation Models
    2025/02/14 by Tao Fan, Fan, Tao, Hanlin Gu +61 · 6 citations
    Computer Science · #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Logic, Reasoning, and Knowledge #Machine Learning (cs.LG)
  9. Ferrari: Federated Feature Unlearning via Optimizing Feature Sensitivity
    2024/05/23 by Gu, Hanlin, Ong, Win Kent, Chan, Chee Seng +1 · 2 citations
    #FOS: Computer and information sciences #Machine Learning (cs.LG)
  10. FedPDD: A Privacy-preserving Double Distillation Framework for Cross-silo Federated Recommendation
    2023/05/09 by Wan, Sheng, Gao, Dashan, Gu, Hanlin +1 · 1 citation
    #Cryptography and Security (cs.CR) #Distributed #FOS: Computer and information sciences #Information Retrieval (cs.IR) #Machine Learning (cs.LG) #Parallel #and Cluster Computing (cs.DC)
  11. FedZKP: Federated Model Ownership Verification with Zero-knowledge Proof
    2023/05/08 by Wenyuan Yang, Yuguo Yin, Yang, Wenyuan +11 · 1 citation
    Computer Science · #Adversarial Robustness in Machine Learning #Artificial Intelligence (cs.AI) #Cryptography and Data Security #Cryptography and Security (cs.CR) #FOS: Computer and information sciences #Privacy-Preserving Technologies in Data
  12. Temporal Gradient Inversion Attacks with Robust Optimization
    2023/06/13 by Li, Bowen, Gu, Hanlin, Chen, Ruoxin +5 · 1 citation
    #Cryptography and Security (cs.CR) #FOS: Computer and information sciences #Machine Learning (cs.LG)
  13. Unlearning during Learning: An Efficient Federated Machine Unlearning Method
    2024/05/24 by Hanlin Gu, Gu, Hanlin, Gongxi Zhu +11 · 1 citation
    Computer Science · #Distributed #FOS: Computer and information sciences #Machine Learning (cs.LG) #Neural Networks and Applications #Parallel #and Cluster Computing (cs.DC)
  14. Federated Domain-Specific Knowledge Transfer on Large Language Models Using Synthetic Data
    2024/05/23 by Li, Haoran, Zhao, Xinyuan, Guo, Dadi +6 · 1 citation
    #Computation and Language (cs.CL) #Cryptography and Security (cs.CR) #FOS: Computer and information sciences
  15. A few-shot Label Unlearning in Vertical Federated Learning
    2024/10/14 by Gu, Hanlin, Tae, Hong Xi, Chan, Chee Seng +1 · 1 citation
    #Computer Vision and Pattern Recognition (cs.CV) #Cryptography and Security (cs.CR) #FOS: Computer and information sciences #Machine Learning (cs.LG)
  16. Handling Spatial-Temporal Data Heterogeneity for Federated Continual Learning via Tail Anchor
    2024/12/24 by Yu, Hao, Yang, Xin, Zhang, Le +4 · 2 citations
    #Artificial Intelligence (cs.AI) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Machine Learning (cs.LG)