Toward Secure and Robust Federated Distillation in Distributed Cloud: Challenges and Design Issues-Reference-Cited by-同舟云学术

登录注册会员服务联系我们

Toward Secure and Robust Federated Distillation in Distributed Cloud: Challenges and Design Issues

Published:2024-07 Issue:4 Volume:38 Page:151-157
ISSN:0890-8044
Container-title:IEEE Network
language:
Short-container-title:IEEE Network

Author:

Wang Xiaodong¹^ORCID,Guan Zhitao¹^ORCID,Wu Longfei²^ORCID,Gai Keke³^ORCID

Affiliation:

1. School of Control and Computer Engineering, North China Electric Power University, Beijing, China

2. Department of Mathematics and Computer Science, Fayetteville State University, Fayetteville, NC, USA

3. School of Cyberspace Science and Technology, Beijing Institute of Technology, Beijing, China

Funder

National Natural Science Foundation of China

Publisher

Institute of Electrical and Electronics Engineers (IEEE)

Link

http://xplorestaging.ieee.org/ielx7/65/10600457/10443954.pdf?arnumber=10443954

Reference15 articles.

1. Communication-efficient learning of deep networks from decentralized data;McMahan

2. Federated Edge Learning: Design Issues and Challenges

3. Communication-efficient on-device machine learning: Federated distillation and augmentation under non-IID private data;Jeong

4. Comprehensive Privacy Analysis of Deep Learning: Passive and Active White-box Inference Attacks against Centralized and Federated Learning

Cited by 1 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. LRPAFL: Layer-Wise Relevance Propagation-Based Adaptive Federated Learning;2024 IEEE 11th International Conference on Cyber Security and Cloud Computing (CSCloud);2024-06-28

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