Adaptive federated learning secure aggregation scheme based on threshold homomorphic encryption

Adaptive federated learning secure aggregation scheme based on threshold homomorphic encryption

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Aiming at the communication bottleneck problem when the current federated learning security aggregation algorithm was applied in a complex network environment, an adaptive federated learning secure aggregation scheme based on threshold homomorphic encryption was proposed.While protecting gradient pr...

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Bibliographic Details
Main Authors: Zhuo MA, Jiayu JIN, Yilong YANG, Yang LIU, Zuobin YING, Teng LI, Junwei ZHANG
Format: Article
Language:zho
Published: Editorial Department of Journal on Communications 2023-07-01
Series:Tongxin xuebao
Subjects:
federated learning
secure aggregation
gradient sampling
threshold homomorphic encryption
Online Access:http://www.joconline.com.cn/zh/article/doi/10.11959/j.issn.1000-436x.2023140/

Internet

http://www.joconline.com.cn/zh/article/doi/10.11959/j.issn.1000-436x.2023140/

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