DAGUARD: distributed backdoor attack defense scheme under federated learning

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In order to solve the problems of distributed backdoor attack under federated learning, a distributed backdoor attack defense scheme (DAGUARD) under federated learning was proposed based on the assumption that the server selected no more than half of malicious clients for global aggregation.The part...

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Bibliographic Details
Published in:Tongxin xuebao
Main Authors: Shengxing YU, Zekai CHEN, Zhong CHEN, Ximeng LIU
Format: Article
Language:Chinese
Published: Editorial Department of Journal on Communications 2023-05-01
Subjects:
federated learning
distributed backdoor attack
cluster
differential privacy
Online Access:http://www.joconline.com.cn/zh/article/doi/10.11959/j.issn.1000-436x.2023086/

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http://www.joconline.com.cn/zh/article/doi/10.11959/j.issn.1000-436x.2023086/

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