Downlink Power Allocation in Massive MIMO via Deep Learning: Adversarial Attacks and Training
Author:
Affiliation:
1. Linköping University, Linköping, Sweden
2. Department of Electrical Engineering (ISY), Linköping University, Linköping, Sweden
Funder
Security-Link and the SSF SURPRISE project
Publisher
Institute of Electrical and Electronics Engineers (IEEE)
Subject
Artificial Intelligence,Computer Networks and Communications,Hardware and Architecture
Link
http://xplorestaging.ieee.org/ielx7/6687307/9790075/09696006.pdf?arnumber=9696006
Reference48 articles.
1. Distillation as a Defense to Adversarial Perturbations Against Deep Neural Networks
2. Practical Black-Box Attacks against Machine Learning
Cited by 9 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. Unmasking Vulnerabilities: Adversarial Attacks against DRL-based Resource Allocation in O-RAN;ICC 2024 - IEEE International Conference on Communications;2024-06-09
2. Input Agnostic Trojan Attack for Deep Learning-Based Wireless Signal Classification;2024 National Conference on Communications (NCC);2024-02-28
3. Adversarial attack and training for deep neural network based power quality disturbance classification;Engineering Applications of Artificial Intelligence;2024-01
4. Defending Adversarial Attacks on Deep Learning-Based Power Allocation in Massive MIMO Using Denoising Autoencoders;IEEE Transactions on Cognitive Communications and Networking;2023-08
5. Towards an Adversarial Machine Learning Framework in Cyber-Physical Systems;2023 IEEE/ACIS 21st International Conference on Software Engineering Research, Management and Applications (SERA);2023-05-23
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