Secure federated learning scheme based on adaptive Byzantine defense

Aiming at the problem that the existing federated learning schemes cannot adaptively defend Byzantine attacks and low model accuracy, a secure federated learning scheme based on adaptive Byzantine defense was proposed. Through adaptive preliminary aggregation associated with incentives and global ag...

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Bibliographic Details
Main Authors: ZHOU Yousheng, GAO Jingkun, ZUO Xiangjian, LIU Yuanni
Format: Article
Language:zho
Published: Editorial Department of Journal on Communications 2024-08-01
Series:Tongxin xuebao
Subjects:
Online Access:http://www.joconline.com.cn/zh/article/doi/10.11959/j.issn.1000-436x.2024138/
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