Defending AI-Based Automatic Modulation Recognition Models Against Adversarial Attacks

Author:

Tang Haolin1ORCID,Catak Ferhat Ozgur2ORCID,Kuzlu Murat3ORCID,Catak Evren4,Zhao Yanxiao1ORCID

Affiliation:

1. Department of Electrical and Computer Engineering, Virginia Commonwealth University, Richmond, VA, USA

2. Department of Electrical Engineering and Computer Science, University of Stavanger, Stavanger, Norway

3. Department of Engineering Technology, Old Dominion University, Norfolk, VA, USA

4. Independent Researcher, Stavanger, Norway

Funder

Commonwealth Cyber Initiative (CCI), an investment in the advancement of Cyber Research and Development, Innovation, and Workforce Development in Virginia

Publisher

Institute of Electrical and Electronics Engineers (IEEE)

Subject

General Engineering,General Materials Science,General Computer Science,Electrical and Electronic Engineering

Cited by 3 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. A Federated Adversarial Learning Approach for Robust Spectrum Sensing;2024 13th Mediterranean Conference on Embedded Computing (MECO);2024-06-11

2. Toward Security Enhancement for Deep Learning-Based Channel Estimation Model Under Adversarial Attacks in Next-G Wireless Networks;2024 IEEE 4th International Maghreb Meeting of the Conference on Sciences and Techniques of Automatic Control and Computer Engineering (MI-STA);2024-05-19

3. Security of AI-Driven Beam Selection for Distributed MIMO in an Adversarial Setting;IEEE Access;2024

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