AT-GAN: A Backdoor Attack Against Radio Signals Modulation Based on Adaptive Trigger-Reference-Cited by-同舟云学术

登录注册会员服务联系我们

AT-GAN: A Backdoor Attack Against Radio Signals Modulation Based on Adaptive Trigger

Published:2024-06 Issue:6 Volume:71 Page:3251-3255
ISSN:1549-7747
Container-title:IEEE Transactions on Circuits and Systems II: Express Briefs
language:
Short-container-title:IEEE Trans. Circuits Syst. II

Author:

Xu Dongwei¹^ORCID,Fang Ruochen¹^ORCID,Xuan Qi¹^ORCID,Shen Weiguo²^ORCID,Zheng Shilian²^ORCID,Yang Xiaoniu³^ORCID

Affiliation:

1. Institute of Cyberspace Security and the College of Information Engineering, Zhejiang University of Technology, Hangzhou, China

2. Innovation Studio of Academician Yang, National Key Laboratory of Electromagnetic Space Security, Jiaxing, China

3. Institute of Cyberspace Security, Zhejiang University of Technology, Hangzhou, China

Funder

National Natural Science Foundation of China

Publisher

Institute of Electrical and Electronics Engineers (IEEE)

Link

http://xplorestaging.ieee.org/ielx7/8920/10561573/10413574.pdf?arnumber=10413574

Reference23 articles.

1. Power of Deep Learning for Amplitude-phase Signal Modulation Recognition

2. SigNet: A Novel Deep Learning Framework for Radio Signal Classification

3. BadNets: Identifying vulnerabilities in the machine learning model supply chain;Gu;arXiv:1708.06733,2019

4. Targeted backdoor attacks on deep learning systems using data poisoning;Chen;arXiv:1712.05526,2017

5. Backdoor embedding in convolutional neural network models via invisible perturbation;Liao;arXiv:1808.10307,2018

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