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BASS: A Blockchain-Based Asynchronous SignSGD Architecture for Efficient and Secure Federated Learning

被引：0
|
作者：
Xu, Chenhao [1 ]
Ge, Jiaqi [2 ]
Deng, Yao [3 ]
Gao, Longxiang [4 ,5 ]
Zhang, Mengshi [6 ]
Li, Yong [7 ]
Zhou, Wanlei [8 ]
Zheng, Xi [3 ]
机构：
[1] Deakin University, School of Information Technology, Geelong,VIC,3220, Australia
[2] Jilin University, Jilin, Changchun,130012, China
[3] Macquarie University, Macquarie Park,NSW,2109, Australia
[4] Qilu University of Technology (Shandong Academy of Sciences), Key Laboratory of Computing Power Network and Information Security, Ministry of Education, Shandong Computer Science Center, Jinan,250316, China
[5] Qilu University of Technology (Shandong Academy of Sciences), Shandong Provincial Key Laboratory of Computer Networks, Shandong Fundamental Research Center for Computer Science, Jinan,250316, China
[6] Facebook, Menlo Park,CA,94025, United States
[7] Changchun University of Technology, School of Information Technology, Jilin, Changchun,130012, China
[8] City University of Macau, China
来源：
IEEE Transactions on Dependable and Secure Computing | 2024年 / 21卷 / 06期
关键词：
Blockchain - Data privacy - Denial-of-service attack - Gradient methods - Learning systems - Network security - Stochastic models - Stochastic systems;
D O I：
10.1109/TDSC.2024.3374809
中图分类号：
学科分类号：
摘要：
引用
收藏
页码：5388 / 5402
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