Blockchain and signcryption enabled asynchronous federated learning framework in fog computing

Blockchain and signcryption enabled asynchronous federated learning framework in fog computing

Federated learning combines with fog computing to transform data sharing into model sharing, which solves the issues of data isolation and privacy disclosure in fog computing. However, existing studies focus on centralized single-layer aggregation federated learning architecture, which lack the cons...

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Bibliographic Details
Main Authors: Zhou Zhou, Youliang Tian, Jinbo Xiong, Changgen Peng, Jing Li, Nan Yang
Format: Article
Language:English
Published: KeAi Communications Co., Ltd. 2025-04-01
Series:Digital Communications and Networks
Subjects:
Blockchain
Signcryption
Federated learning
Asynchronous
Fog computing
Online Access:http://www.sciencedirect.com/science/article/pii/S2352864824000336
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