Efficient secure federated learning aggregation framework based on homomorphic encryption

In order to solve the problems of data security and communication overhead in federated learning, an efficient and secure federated aggregation framework based on homomorphic encryption was proposed.In the process of federated learning, the privacy and security issues of user data need to be solved...

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Bibliographic Details
Main Authors: Shengxing YU, Zhong CHEN
Format: Article
Language:zho
Published: Editorial Department of Journal on Communications 2023-01-01
Series:Tongxin xuebao
Subjects:
Online Access:http://www.joconline.com.cn/zh/article/doi/10.11959/j.issn.1000-436x.2023015/
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