Efficient federated learning privacy protection scheme

被引:0
|
作者
Cheng, Song [1 ]
Daochen, Cheng [1 ]
Weiping, Peng [1 ]
机构
[1] School of Computer Science and Technology, Henan Polytechnic University, Jiaozuo,454003, China
关键词
D O I
10.19665/j.issn1001-2400.20230202
中图分类号
学科分类号
摘要
20
引用
收藏
页码:178 / 187
相关论文
共 50 条
  • [41] Towards Efficient and Privacy-preserving Federated Deep Learning
    Hao, Meng
    Li, Hongwei
    Xu, Guowen
    Liu, Sen
    Yang, Haomiao
    [J]. ICC 2019 - 2019 IEEE INTERNATIONAL CONFERENCE ON COMMUNICATIONS (ICC), 2019,
  • [42] Gradient sparsification for efficient wireless federated learning with differential privacy
    Kang WEI
    Jun LI
    Chuan MA
    Ming DING
    Feng SHU
    Haitao ZHAO
    Wen CHEN
    Hongbo ZHU
    [J]. Science China(Information Sciences), 2024, 67 (04) : 272 - 288
  • [43] Communication and Energy Efficient Wireless Federated Learning With Intrinsic Privacy
    Zhang, Zhenxiao
    Guo, Yuanxiong
    Fang, Yuguang
    Gong, Yanmin
    [J]. IEEE TRANSACTIONS ON DEPENDABLE AND SECURE COMPUTING, 2024, 21 (04) : 4035 - 4047
  • [44] Efficient Privacy-Preserving Federated Learning With Unreliable Users
    Li, Yiran
    Li, Hongwei
    Xu, Guowen
    Huang, Xiaoming
    Lu, Rongxing
    [J]. IEEE INTERNET OF THINGS JOURNAL, 2022, 9 (13) : 11590 - 11603
  • [45] Efficient and privacy-preserving group signature for federated learning
    Kanchan, Sneha
    Jang, Jae Won
    Yoon, Jun Yong
    Choi, Bong Jun
    [J]. FUTURE GENERATION COMPUTER SYSTEMS-THE INTERNATIONAL JOURNAL OF ESCIENCE, 2023, 147 : 93 - 106
  • [46] Efficient and Privacy-Preserving Federated Learning with Irregular Users
    Xu, Jieyu
    Li, Hongwei
    Zeng, Jia
    Hao, Meng
    [J]. IEEE INTERNATIONAL CONFERENCE ON COMMUNICATIONS (ICC 2022), 2022, : 534 - 539
  • [47] Gradient sparsification for efficient wireless federated learning with differential privacy
    Kang Wei
    Jun Li
    Chuan Ma
    Ming Ding
    Feng Shu
    Haitao Zhao
    Wen Chen
    Hongbo Zhu
    [J]. Science China Information Sciences, 2024, 67
  • [48] BPFL: A Blockchain Based Privacy-Preserving Federated Learning Scheme
    Wang, Naiyu
    Yang, Wenti
    Guan, Zhitao
    Du, Xiaojiang
    Guizani, Mohsen
    [J]. 2021 IEEE GLOBAL COMMUNICATIONS CONFERENCE (GLOBECOM), 2021,
  • [49] Research on Federated Learning Data Sharing Scheme Based on Differential Privacy
    Guo, Lihong
    [J]. CMC-COMPUTERS MATERIALS & CONTINUA, 2023, 74 (03): : 5069 - 5085
  • [50] A Differential Privacy Federated Learning Scheme Based on Adaptive Gaussian Noise
    Jiao, Sanxiu
    Cai, Lecai
    Wang, Xinjie
    Cheng, Kui
    Gao, Xiang
    [J]. CMES-COMPUTER MODELING IN ENGINEERING & SCIENCES, 2024, 138 (02): : 1679 - 1694