Locally Random Sampling for Practical Privacy Protection in Federated Learning

Author:

Wang Weiqi1,Liu Shushu2,Liu An3,Liang Christy Jie1,Yu Shui1

Affiliation:

1. University of Technology Sydney

2. Aalto University

3. Soochow University

Publisher

IEEE

Reference19 articles.

1. A framework for evaluating gradient leakage attacks in federated learning;wei;ArXiv Preprint,2020

2. Federated learning with hierarchical clustering of local updates to improve training on non-IID data

3. Flame: Differentially private federated learning in the shuffle model;liu;AAAI,2020

4. Federated model distillation with noise-free differential privacy;sun;ArXiv Preprint,2020

5. Robust and Communication-Efficient Federated Learning From Non-i.i.d. Data

Cited by 4 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. An Efficient Client Selection for Wireless Federated Learning;2023 28th Asia Pacific Conference on Communications (APCC);2023-11-19

2. CLIP-Hand3D: Exploiting 3D Hand Pose Estimation via Context-Aware Prompting;Proceedings of the 31st ACM International Conference on Multimedia;2023-10-26

3. Privacy-Preserving Reputation System Against Dishonest Queries;2023 20th Annual International Conference on Privacy, Security and Trust (PST);2023-08-21

4. A Group Anonymity Based Federated Learning Framework;2023 International Conference on Digital Applications, Transformation & Economy (ICDATE);2023-07-14

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