FedG2L: a privacy-preserving federated learning scheme base on “G2L” against poisoning attack

Federated learning (FL) can push the limitation of “Data Island” while protecting data privacy has been a broad concern. However, the centralised FL is vulnerable to a single-point failure. While decentralised and tamper-proof blockchains can cope with the above issues, it is difficult to find a ben...

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Bibliographic Details
Main Authors: Mengfan Xu, Xinghua Li
Format: Article
Language:English
Published: Taylor & Francis Group 2023-12-01
Series:Connection Science
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Online Access:http://dx.doi.org/10.1080/09540091.2023.2197173
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