Low-Interception Waveform: To Prevent the Recognition of Spectrum Waveform Modulation via Adversarial Examples

2021 XXXIVth General Assembly and Scientific Symposium of the International Union of Radio Science (URSI GASS)(2021)

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摘要
Deep learning is applied to many complex tasks in the field of wireless communication, such as modulation recognition of spectrum waveforms, because of its convenience and efficiency. This leads to the problem of a malicious third party using a deep learning model to easily recognize the modulation format of the transmitted waveform. Some existing works address this problem directly using the conc...
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关键词
Deep learning,Wireless communication,Perturbation methods,Modulation,Hardware,Numerical models,Reliability
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