Secure and Efficient Hierarchical Decentralized Learning for Internet of Vehicles

Decentralized machine learning enables multiple devices to train a global model collaboratively and is a promising paradigm to realize ubiquitous intelligence for the Internet of Vehicles (IoV). Existing work mainly focused on either the data privacy protection techniques or efficient topology orche...

全面介绍

书目详细资料

发表在:	IEEE Open Journal of the Communications Society
Main Authors:	Zixuan Liang, Penglin Yang, Chenyu Zhang, Xinchen Lyu
格式:	文件
语言:	英语
出版:	IEEE 2023-01-01
主题:	Decentralized machine learning Internet of Vehicles data privacy signaling efficiency
在线阅读:	https://ieeexplore.ieee.org/document/10168161/