Artificial Identification: A Novel Privacy Framework for Federated Learning Based on Blockchain | |
Ouyang,Liwei5,6; Wang,Fei-Yue4,5; Tian,Yonglin3; Jia,Xiaofeng2; Qi,Hongwei1; Wang,Ge4 | |
刊名 | IEEE TRANSACTIONS ON COMPUTATIONAL SOCIAL SYSTEMS |
2022-12 | |
页码 | 1-10 |
英文摘要 | To provide off-chain federations with complete privacy services to realize on-chain federated learning (FL), this article proposes a novel privacy framework for FL based on blockchain and smart contracts, named Artificial Identification. It consists of two modules: private peer-to-peer identification and private FL, using two scalable smart contracts to manage |
内容类型 | 期刊论文 |
源URL | [http://ir.ia.ac.cn/handle/173211/51905] |
专题 | 自动化研究所_复杂系统管理与控制国家重点实验室_先进控制与自动化团队 |
作者单位 | 1.the Datang (Beijing) Technology Company, Ltd 2.the Department of Data Management, Beijing Big Data Centre 3.the Department of Automation, University of Science and Technology of China, 4.the Institute of Systems Engineering, Macau University of Science and Technology 5.the State Key Laboratory for Management and Control of Complex Systems, Institute of Automation, Chinese Academy of Sciences 6.the School of Artificial Intelligence, University of Chinese Academy of Sciences |
推荐引用方式 GB/T 7714 | Ouyang,Liwei,Wang,Fei-Yue,Tian,Yonglin,et al. Artificial Identification: A Novel Privacy Framework for Federated Learning Based on Blockchain[J]. IEEE TRANSACTIONS ON COMPUTATIONAL SOCIAL SYSTEMS,2022:1-10. |
APA | Ouyang,Liwei,Wang,Fei-Yue,Tian,Yonglin,Jia,Xiaofeng,Qi,Hongwei,&Wang,Ge.(2022).Artificial Identification: A Novel Privacy Framework for Federated Learning Based on Blockchain.IEEE TRANSACTIONS ON COMPUTATIONAL SOCIAL SYSTEMS,1-10. |
MLA | Ouyang,Liwei,et al."Artificial Identification: A Novel Privacy Framework for Federated Learning Based on Blockchain".IEEE TRANSACTIONS ON COMPUTATIONAL SOCIAL SYSTEMS (2022):1-10. |
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