登录 注册 会员服务 联系我们

Secure Aggregation in Federated Learning via Multiparty Homomorphic Encryption

  • Published:2021-12 Issue: Volume: Page:
  • ISSN:
  • Container-title:2021 IEEE Globecom Workshops (GC Wkshps)
  • language:
  • Short-container-title:

Author:

Hosseini Erfan,Khisti Ashish

Publisher

IEEE

Reference19 articles.

1. Somewhat practical fully homomorphic encryption;fan;Cryptology ePrint Archive Report 2012/144,2012

2. On Ideal Lattices and Learning with Errors over Rings

3. Multiparty homomorphic encryption: From theory to practice;mouchet;IACR Cryptol ePrint Arch,2020

4. Secure aggregation in federated learning using multiparty homomorphic encryption;hosseini,0

5. Sparse Communication for Distributed Gradient Descent

Cited by 8 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. Protecting Patient Privacy with Encrypted Federated Learning Models;2023 IEEE Third International Conference on Signal, Control and Communication (SCC);2023-12-01

2. Enhanced Federated Learning for Edge Data Security in Intelligent Transportation Systems;IEEE Transactions on Intelligent Transportation Systems;2023-11

3. Decentralized Distributed Federated Learning Based on Multi-Key Homomorphic Encryption;2023 International Conference on Data Security and Privacy Protection (DSPP);2023-10-16

4. Adversarial Predictions of Data Distributions Across Federated Internet-of-Things Devices;2023 IEEE 9th World Forum on Internet of Things (WF-IoT);2023-10-12

5. A Fully Decentralized Homomorphic Federated Learning Framework;2023 IEEE 20th International Conference on Mobile Ad Hoc and Smart Systems (MASS);2023-09-25
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