Source Inference Attacks in Federated Learning

Author:

Hu Hongsheng,Salcic Zoran,Sun Lichao,Dobbie Gillian,Zhang Xuyun

Funder

Australian Research Council

Publisher

IEEE

Reference39 articles.

1. Fedmd: Heterogenous federated learning via model distillation;li;arXiv preprint arXiv 1910 01500,2019

2. LDP-FL: Practical Private Aggregation in Federated Learning with Local Differential Privacy

3. Protection against reconstruction and its applications in private federated learning;bhowmick;CoRR arXiv 1812 00984,2018

4. Privacy and robustness in federated learning: Attacks and defenses;lyu;2012 arXiv preprint arXiv,2020

5. Membership inference attacks on knowledge graphs;wang;arXiv preprint arXiv 2104 08273,2021

Cited by 34 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. Privacy-Preserving Identification of Cancer Subtype-Specific Driver Genes Based on Multigenomics Data with Privatedriver;Journal of Computational Biology;2024-01-25

2. Towards Benchmarking Privacy Risk for Differential Privacy: A Survey;Proceedings of the 10th ACM International Conference on Systems for Energy-Efficient Buildings, Cities, and Transportation;2023-11-15

3. Assessment of data augmentation, dropout with L2 Regularization and differential privacy against membership inference attacks;Multimedia Tools and Applications;2023-10-18

4. Model architecture level privacy leakage in neural networks;Science China Information Sciences;2023-10-17

5. Efficient Membership Inference Attacks against Federated Learning via Bias Differences;Proceedings of the 26th International Symposium on Research in Attacks, Intrusions and Defenses;2023-10-16

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