Blockchain Empowered Asynchronous Federated Learning for Secure Data Sharing in Internet of Vehicles

In Internet of Vehicles (IoV), data sharing among vehicles for collaborative analysis can improve the driving experience and service quality. However, the bandwidth, security and privacy issues hinder data providers from participating in the data sharing process. In addition, due to the intermittent...

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Bibliographic Details
Published in:	IEEE transactions on vehicular technology Vol. 69; no. 4; pp. 4298 - 4311
Main Authors:	Lu, Yunlong, Huang, Xiaohong, Zhang, Ke, Maharjan, Sabita, Zhang, Yan
Format:	Journal Article
Language:	English
Published:	New York IEEE 01.04.2020 The Institute of Electrical and Electronics Engineers, Inc. (IEEE)
Subjects:	Architecture Asynchronous federated learning Blockchain Cryptography Data privacy Data retrieval Data sharing Deep reinforcement learning Device-to-device communication Federated learning Information sharing Internet of Vehicles Machine learning Privacy Reliability Resource management Security Wireless networks
ISSN:	0018-9545, 1939-9359
Online Access:	Get full text
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