Byzantine-Resilient Federated Learning At Edge

Both Byzantine resilience and communication efficiency have attracted tremendous attention recently for their significance in edge federated learning. However, most existing algorithms may fail when dealing with real-world irregular data that behaves in a heavy-tailed manner. To address this issue,...

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Veröffentlicht in:IEEE transactions on computers 2023-09, Vol.72 (9), p.1-14
Hauptverfasser: Tao, Youming, Cui, Sijia, Xu, Wenlu, Yin, Haofei, Yu, Dongxiao, Liang, Weifa, Cheng, Xiuzhen
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Sprache:eng
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