A credibility-aware swarm-federated deep learning framework in internet of vehicles

A credibility-aware swarm-federated deep learning framework in internet of vehicles

Although Federated Deep Learning (FDL) enables distributed machine learning in the Internet of Vehicles (IoV), it requires multiple clients to upload model parameters, thus still existing unavoidable communication overhead and data privacy risks. The recently proposed Swarm Learning (SL) provides a...

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Bibliographic Details
Main Authors: Zhe Wang, Xinhang Li, Tianhao Wu, Chen Xu, Lin Zhang
Format: Article
Language:English
Published: KeAi Communications Co., Ltd. 2024-02-01
Series:Digital Communications and Networks
Subjects:
Swarm learning
Federated deep learning
Internet of vehicles
Privacy
Efficiency
Online Access:http://www.sciencedirect.com/science/article/pii/S2352864822002863

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http://www.sciencedirect.com/science/article/pii/S2352864822002863

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