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Algorithm for detecting malicious model updates of federated learning based on β-VAE

基于β-VAE的联邦学习异常更新检测算法

Zhang Renbin

Cui Yuhang

Zhang Zishi

federated learning

anomaly detection

poisoning attack

defense mechanism

deep learning

No. 8, 2024 : 2496-2501 doi:10.19734/j.issn.1001-3695.2023.11.0553

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Algorithm for detecting malicious model updates of federated learning based on β-VAE