HFLGuard: clustering and autoencoder-based defense method against heterogeneous federated poisoning
Papers|更新时间:2025-12-25
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HFLGuard: clustering and autoencoder-based defense method against heterogeneous federated poisoning
Journal on CommunicationsVol. 46, Issue 11, Pages: 17-31(2025)
作者机构:
1.信息工程大学密码工程学院,河南 郑州 450001
2.海南大学网络空间安全学院,海南 海口 570100
作者简介:
基金信息:
The Natural Science Foundation of Henan Province(242300420700);The Foundation of Advanced Computing and Intelligent Engineering Laboratory(2023-LYJJ-01-023)
LI Yongfei,FANG Chen,CHANG Chaowen,et al.HFLGuard: clustering and autoencoder-based defense method against heterogeneous federated poisoning[J].Journal on Communications,2025,46(11):17-31.
LI Yongfei,FANG Chen,CHANG Chaowen,et al.HFLGuard: clustering and autoencoder-based defense method against heterogeneous federated poisoning[J].Journal on Communications,2025,46(11):17-31. DOI: 10.11959/j.issn.1000-436x.2025206.
HFLGuard: clustering and autoencoder-based defense method against heterogeneous federated poisoning