Hierarchical Incentive Mechanism Design for Federated Machine Learning in Mobile Networks

Author:

Lim Wei Yang BryanORCID,Xiong ZehuiORCID,Miao ChunyanORCID,Niyato DusitORCID,Yang QiangORCID,Leung CyrilORCID,Poor H. VincentORCID

Funder

National Research Foundation (NRF), Singapore, through Singapore Energy Market Authority, Energy Resilience

Singapore NRF National Satellite of Excellence, Design Science and Technology for Secure Critical Infrastructure

A*STAR-NTU-SUTD Joint Research Grant Call on Artificial Intelligence for the Future of Manufacturing

AI Singapore Programme

Singapore MOE Tier 2

MOE Tier 1

U.S. National Science Foundation

Alibaba-NTU JRI through NTU, Singapore

Hong Kong CERG

Publisher

Institute of Electrical and Electronics Engineers (IEEE)

Subject

Computer Networks and Communications,Computer Science Applications,Hardware and Architecture,Information Systems,Signal Processing

Cited by 158 articles. 订阅此论文施引文献 订阅此论文施引文献,注册后可以免费订阅5篇论文的施引文献,订阅后可以查看论文全部施引文献

1. A Blockchain-Empowered Incentive Mechanism for Cross-Silo Federated Learning;IEEE Transactions on Mobile Computing;2024-10

2. Bayesian Game-Driven Incentive Mechanism for Blockchain-Enabled Secure Federated Learning in 6G Wireless Networks;IEEE Transactions on Network Science and Engineering;2024-09

3. Game-Theoretic Design of Quality-Aware Incentive Mechanisms for Hierarchical Federated Learning;IEEE Internet of Things Journal;2024-08-01

4. Tackling System-Induced Bias in Federated Learning: A Pricing-Based Incentive Mechanism;2024 IEEE 44th International Conference on Distributed Computing Systems (ICDCS);2024-07-23

5. Toward Free-Riding Attack on Cross-Silo Federated Learning Through Evolutionary Game;2024 IEEE 44th International Conference on Distributed Computing Systems (ICDCS);2024-07-23

同舟云学术

1.学者识别学者识别

2.学术分析学术分析

3.人才评估人才评估

"同舟云学术"是以全球学者为主线,采集、加工和组织学术论文而形成的新型学术文献查询和分析系统,可以对全球学者进行文献检索和人才价值评估。用户可以通过关注某些学科领域的顶尖人物而持续追踪该领域的学科进展和研究前沿。经过近期的数据扩容,当前同舟云学术共收录了国内外主流学术期刊6万余种,收集的期刊论文及会议论文总量共计约1.5亿篇,并以每天添加12000余篇中外论文的速度递增。我们也可以为用户提供个性化、定制化的学者数据。欢迎来电咨询!咨询电话:010-8811{复制后删除}0370

www.globalauthorid.com

TOP

Copyright © 2019-2024 北京同舟云网络信息技术有限公司
京公网安备11010802033243号  京ICP备18003416号-3