Sparse Adversarial Attacks against DL-Based Automatic Modulation Classification
Zenghui Jiang,
Weijun Zeng,
Xingyu Zhou
et al.
Abstract:Automatic modulation recognition (AMR) serves as a crucial component in domains such as cognitive radio and electromagnetic countermeasures, acting as a significant prerequisite for the efficient signal processing of receivers. Deep neural networks (DNNs), despite their effectiveness, are known to be vulnerable to adversarial attacks. This vulnerability has inspired the introduction of subtle interference to wireless communication signals—interference so minuscule that it is difficult for the human eye to disc… Show more
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