BAFL: A Blockchain-Based Asynchronous Federated Learning Framework

As an emerging distributed machine learning (ML) method, federated learning (FL) can protect data privacy through collaborative learning of artificial intelligence (AI) models across a large number of devices. However, inefficiency and vulnerability to poisoning attacks have slowed FL performance. T...

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Veröffentlicht in:IEEE transactions on computers 2022-05, Vol.71 (5), p.1092-1103
Hauptverfasser: Feng, Lei, Zhao, Yiqi, Guo, Shaoyong, Qiu, Xuesong, Li, Wenjing, Yu, Peng
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Sprache:eng
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