Channel-Aware Adversarial Attacks Against Deep Learning-Based Wireless Signal Classifiers - Kim, Brian; Sagduyu, Yalin E.; Davaslioglu, Kemal; Erpek, Tugba; Ulukus, Sennur (IEEE transactions on wireless communications, 2022)
Keywords: adversarial attack; adversarial machine learning; Artificial neural networks; certified defense; Classifiers; Data smoothing; Deep learning; Machine learning; Modulation; Modulation classification; Perturbation; Perturbation methods; Receivers; Sensors; Signal classification; Transmitters; Wireless communication; Wireless sensor networks