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A Hierarchical Networking and Privacy-Preserving Federated Learning Framework for 5G Networks

Chen Guo Fang Cui Chao Xu Mohan Su Zhihao Wang Hongjia Li

通信与信息网络学报（英文）2025，Vol.10Issue(1)：26-36,11.

A Hierarchical Networking and Privacy-Preserving Federated Learning Framework for 5G Networks

Chen Guo ¹Fang Cui ¹Chao Xu ²Mohan Su ¹Zhihao Wang ³Hongjia Li³

作者信息

1. China Mobile Group Device Co.,Ltd,Beijing 100053,China
2. China Mobile Communications Group Co.,Ltd,Beijing 100053,China
3. Institute of Information Engineering,Chinese Academy of Sciences(CAS),Beijing 100085,China||University of Chinese Academy of Sciences(UCAS),Beijing 101408,China
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摘要

关键词

5G network/federated learning/privacy preservation/communication overhead/hierarchical ar-chitecture

Key words

5G network/federated learning/privacy preservation/communication overhead/hierarchical ar-chitecture

引用本文复制引用

Chen Guo,Fang Cui,Chao Xu,Mohan Su,Zhihao Wang,Hongjia Li..A Hierarchical Networking and Privacy-Preserving Federated Learning Framework for 5G Networks[J].通信与信息网络学报（英文）,2025,10(1):26-36,11.

基金项目

This work was supported by the Climbing Program of Insti-tute of Information Engineering,Chinese Academy of Sciences under Grant E3Z0031. （）

通信与信息网络学报（英文）

ISSN：2096-1081

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