BPFL: Blockchain-based privacy-preserving federated learning against poisoning attack

被引：0
|
作者：
Ren, Yanli [1 ]
Hu, Mingqi [1 ]
Yang, Zhe [1 ]
Feng, Guorui [1 ]
Zhang, Xinpeng [1 ]
机构：
[1] School of Communication and Information Engineering, Shanghai University, Shanghai,200444, China
来源：
Information Sciences | 2024年 / 665卷
基金：
中国国家自然科学基金; 上海市自然科学基金;
关键词：
Compilation and indexing terms; Copyright 2025 Elsevier Inc;
D O I：
暂无
中图分类号：
学科分类号：
摘要：
Privacy-preserving techniques
引用
收藏
相关论文
共 50 条
  • [41] VPPFL: A verifiable privacy-preserving federated learning scheme against poisoning attacks
    Huang, Yuxian
    Yang, Geng
    Zhou, Hao
    Dai, Hua
    Yuan, Dong
    Yu, Shui
    COMPUTERS & SECURITY, 2024, 136
  • [42] A Privacy-Preserving Federated Learning Scheme Against Poisoning Attacks in Smart Grid
    Li, Xiumin
    Wen, Mi
    He, Siying
    Lu, Rongxing
    Wang, Liangliang
    IEEE INTERNET OF THINGS JOURNAL, 2024, 11 (09): : 16805 - 16816
  • [43] PPFL-IDS: Privacy-Preserving Federated Learning Based IDS Against Poisoning Attacks
    Xu, Mengfan
    Li, Xinghua
    MOBILE NETWORKS & APPLICATIONS, 2023, 29 (5): : 1514 - 1525
  • [44] DeepChain: Auditable and Privacy-Preserving Deep Learning with Blockchain-Based Incentive
    Weng, Jiasi
    Weng, Jian
    Zhang, Jilian
    Li, Ming
    Zhang, Yue
    Luo, Weiqi
    IEEE TRANSACTIONS ON DEPENDABLE AND SECURE COMPUTING, 2021, 18 (05) : 2438 - 2455
  • [45] On the Analysis of Model Poisoning Attacks against Blockchain-based Federated Learning
    Olapojoye, Rukayat
    Baza, Mohamed
    Salman, Tara
    2024 IEEE 21ST CONSUMER COMMUNICATIONS & NETWORKING CONFERENCE, CCNC, 2024, : 943 - 949
  • [46] Privacy-preserving federated learning cyber-threat detection for intelligent transport systems with blockchain-based security
    Moulahi, Tarek
    Jabbar, Rateb
    Alabdulatif, Abdulatif
    Abbas, Sidra
    El Khediri, Salim
    Zidi, Salah
    Rizwan, Muhammad
    EXPERT SYSTEMS, 2023, 40 (05)
  • [47] Blockchain and Federated Edge Learning for Privacy-Preserving Mobile Crowdsensing
    Hu, Qin
    Wang, Zhilin
    Xu, Minghui
    Cheng, Xiuzhen
    IEEE INTERNET OF THINGS JOURNAL, 2023, 10 (14) : 12000 - 12011
  • [48] A blockchain-based location privacy-preserving crowdsensing system
    Yang, Mengmeng
    Zhu, Tianqing
    Liang, Kaitai
    Zhou, Wanlei
    Deng, Robert H.
    FUTURE GENERATION COMPUTER SYSTEMS-THE INTERNATIONAL JOURNAL OF ESCIENCE, 2019, 94 : 408 - 418
  • [49] Blockchain-Based Privacy-Preserving Dynamic Spectrum Sharing
    Tu, Zhitian
    Zhu, Kun
    Yi, Changyan
    Wang, Ran
    WIRELESS ALGORITHMS, SYSTEMS, AND APPLICATIONS, PT I, 2020, 12384 : 444 - 456
  • [50] A Blockchain-Based Privacy-Preserving Authentication Scheme for VANETs
    Lu, Zhaojun
    Wang, Qian
    Qu, Gang
    Zhang, Haichun
    Liu, Zhenglin
    IEEE TRANSACTIONS ON VERY LARGE SCALE INTEGRATION (VLSI) SYSTEMS, 2019, 27 (12) : 2792 - 2801
12345