TDFL: Truth Discovery Based Byzantine Robust Federated Learning
Author:
Affiliation:
1. School of Cyberspace Science and Technology, Beijing Institute of Technology, Beijing, China
2. School of Computer Science and Technology, Beijing Institute of Technology, Beijing, China
Funder
National Natural Science Foundation of China
China Postdoctoral Science Foundation
National Cryptography Development Fund
Publisher
Institute of Electrical and Electronics Engineers (IEEE)
Subject
Computational Theory and Mathematics,Hardware and Architecture,Signal Processing
Link
http://xplorestaging.ieee.org/ielx7/71/9790018/09887909.pdf?arnumber=9887909
Reference35 articles.
1. DBA: Distributed backdoor attacks against federated learning;xie;Proc 8th Int Conf Learn Representations,2020
2. Learning multiple layers of features from tiny images;krizhevsky;Dept Comp Sci,2009
3. Fashion-MNIST: A novel image dataset for benchmarking machine learning algorithms;xiao,2017
4. Gradient-based learning applied to document recognition
5. Federated Learning on Non-IID Data Silos: An Experimental Study
Cited by 16 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. Byzantine-robust Federated Learning via Cosine Similarity Aggregation;Computer Networks;2024-12
2. Efficient and Secure Federated Learning Against Backdoor Attacks;IEEE Transactions on Dependable and Secure Computing;2024-09
3. Guard-FL: An UMAP-Assisted Robust Aggregation for Federated Learning;IEEE Internet of Things Journal;2024-08-15
4. A Resilient Decentralized Learning Approach against Byzantine Attack via Reputation Evaluation;2024 39th Youth Academic Annual Conference of Chinese Association of Automation (YAC);2024-06-07
5. WVFL: Weighted Verifiable Secure Aggregation in Federated Learning;IEEE Internet of Things Journal;2024-06-01
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