Secure federated learning scheme based on adaptive Byzantine defense

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:
federated learning
edge computing
security and privacy protection
Byzantine attack
Online Access:http://www.joconline.com.cn/zh/article/doi/10.11959/j.issn.1000-436x.2024138/
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