Federated Learning Methods for Analytics of Big and Sensitive Distributed Data and Survey

Author:

Staňo Michal1,Hluchý Ladislav1,Bobák Martin1,Krammer Peter1,Tran Viet1

Affiliation:

1. Institute of Informatics Slovak Academy of Sciences,Bratislava,Slovakia

Funder

Research and Development

Publisher

IEEE

Reference26 articles.

1. Federated learning: Strategies for improving communication efficiency;konecný;arXiv preprint arXiv 1610 05492,2016

2. Decentralized collaborative learning of personalized models over networks;vanhaesebrouck;AISTATS,2017

3. Analyzing User-Level Privacy Attack Against Federated Learning

4. A Blockchained Federated Learning Framework for Cognitive Computing in Industry 4.0 Networks

5. Byzantine-resilient secure federated learning;so;IEEE Journal on Selected Areas in Communication Series on Machine Learning for Communications and Networks,2020

Cited by 5 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. Efficiency of Federated Learning and Blockchain in Preserving Privacy and Enhancing the Performance of Credit Card Fraud Detection (CCFD) Systems;Future Internet;2024-06-02

2. COMPARATIVE ANALYSIS OF FEDERATED MACHINE LEARNING ALGORITHMS;Scientific Journal of Astana IT University;2024-05-20

3. Federated Learning for Offensive Security in Cyber-Medical Systems Inspired by Petri Nets;2024 IEEE 11th International Conference on Computational Cybernetics and Cyber-Medical Systems (ICCC);2024-04-04

4. Anomalous Behavior Identification with Visual Federated Learning in Multi-UAVs Systems;2023 IEEE 29th International Conference on Parallel and Distributed Systems (ICPADS);2023-12-17

5. Federated Learning- Hope and Scope;IgMin Research;2023-11-16

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