FedSDG-FS: Efficient and Secure Feature Selection for Vertical Federated Learning
Author:
Affiliation:
1. Nanyang Technological University,Singapore
2. University of Science and Technology of China,China
3. A*STAR,Center for Frontier AI Research (CFAR),Singapore
4. Zhejiang Sci-Tech University,China
Funder
Nanyang Technological University
National Research Foundation
Fundamental Research Funds for the Central Universities
Publisher
IEEE
Link
http://xplorestaging.ieee.org/ielx7/10228851/10228852/10228895.pdf?arnumber=10228895
Reference41 articles.
1. Fate-federated-ai,0
2. Feature selection datasets,2010
3. Angel powerfl,0
4. Multivariate Adaptive Regression Splines
5. Feature selection using stochastic gates;yamada;International Conference on Machine Learning,2020
Cited by 10 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. Vertical Federated Learning: Concepts, Advances, and Challenges;IEEE Transactions on Knowledge and Data Engineering;2024-07
2. FMLFS: A Federated Multi-Label Feature Selection Based on Information Theory in IoT Environment;2024 IEEE International Conference on Smart Computing (SMARTCOMP);2024-06-29
3. Secure Interaction-Based Feature Selection for Vertical Federated Learning;ICC 2024 - IEEE International Conference on Communications;2024-06-09
4. Efficient and Straggler-Resistant Homomorphic Encryption for Heterogeneous Federated Learning;IEEE INFOCOM 2024 - IEEE Conference on Computer Communications;2024-05-20
5. Fairness-Aware Job Scheduling for Multi-Job Federated Learning;ICASSP 2024 - 2024 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP);2024-04-14
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