Guowen Xu

Best Publications

• VerifyNet: Secure and Verifiable Federated Learning

  Guowen Xu;Hongwei Li;Sen Liu;Kan Yang

  718
  Citations

• Efficient and Privacy-Enhanced Federated Learning for Industrial Artificial Intelligence

  Meng Hao;Hongwei Li;Xizhao Luo;Guowen Xu

  513
  Citations

• Privacy-Enhanced Federated Learning Against Poisoning Adversaries

  Xiaoyuan Liu;Hongwei Li;Guowen Xu;Zongqi Chen

  286
  Citations

• Enabling Efficient and Geometric Range Query With Access Control Over Encrypted Spatial Data

  Guowen Xu;Hongwei Li;Yuanshun Dai;Kan Yang

  217
  Citations

• Towards Efficient and Privacy-Preserving Federated Deep Learning

  Meng Hao;Hongwei Li;Guowen Xu;Sen Liu

  168
  Citations

• Privacy-Preserving Federated Deep Learning with Irregular Users

  Guowen Xu;Hongwei Li;Yun Zhang;Shengmin Xu

  148
  Citations

• Efficient and Privacy-Preserving Truth Discovery in Mobile Crowd Sensing Systems

  Guowen Xu;Hongwei Li;Sen Liu;Mi Wen

  140
  Citations

• PTAS: Privacy-preserving Thin-client Authentication Scheme in blockchain-based PKI

  Wenbo Jiang;Hongwei Li;Guowen Xu;Mi Wen

  114
  Citations

• Match in My Way: Fine-Grained Bilateral Access Control for Secure Cloud-Fog Computing

  Shengmin Xu;Jianting Ning;Yingjiu Li;Yinghui Zhang

  106
  Citations

• Data Security Issues in Deep Learning: Attacks, Countermeasures, and Opportunities

  Guowen Xu;Hongwei Li;Hao Ren;Kan Yang

  101
  Citations

• Achieving efficient and privacy-preserving truth discovery in crowd sensing systems

  Guowen Xu;Hongwei Li;Chen Tan;Dongxiao Liu

  85
  Citations

• Color Backdoor: A Robust Poisoning Attack in Color Space

  Unknown

  69
  Citations

• Practical Privacy-Preserving Federated Learning in Vehicular Fog Computing

  Unknown

  68
  Citations

• Efficient, Private and Robust Federated Learning

  Unknown

  67
  Citations

• Adaptive privacy-preserving federated learning

  Xiaoyuan Liu;Hongwei Li;Guowen Xu;Rongxing Lu

  66
  Citations

• Toward Secure and Privacy-Preserving Distributed Deep Learning in Fog-Cloud Computing

  Yiran Li;Hongwei Li;Guowen Xu;Tao Xiang

  58
  Citations

• Rethinking Membership Inference Attacks Against Transfer Learning

  Unknown

  55
  Citations

• Secure Data Sharing With Flexible Cross-Domain Authorization in Autonomous Vehicle Systems

  Unknown

  54
  Citations

• A Practical Fog-Based Privacy-Preserving Online Car-Hailing Service System

  Unknown

  54
  Citations

• PADL: Privacy-Aware and Asynchronous Deep Learning for IoT Applications

  Xiaoyuan Liu;Hongwei Li;Guowen Xu;Sen Liu

  48
  Citations