Kemal Davaslıoğlu

Channel-Aware Adversarial Attacks Against Deep Learning-Based Wireless Signal Classifiers

Brian Kim, Yalin E. Sagduyu, Kemal Davaslıoğlu et al. · IEEE Transactions on Wireless Communications · 2021 · 145 citations

Engineering, Machine Learning, Evasion Technique +13

Adversarial Deep Learning for Cognitive Radio Security: Jamming Attack and Defense Strategies

Yi Shi, Yalin E. Sagduyu, Tugba Erpek et al. · 2018 · 122 citations

Hardware Security, Engineering, Machine Learning +14

Deep Learning for RF Signal Classification in Unknown and Dynamic Spectrum Environments

Yi Shi, Kemal Davaslıoğlu, Yalin E. Sagduyu et al. · 2019 · 109 citations

Convolutional Neural Network, Engineering, Machine Learning +16

Generative Adversarial Network in the Air: Deep Adversarial Learning for Wireless Signal Spoofing

Yi Shi, Kemal Davaslıoğlu, Yalin E. Sagduyu · IEEE Transactions on Cognitive Communications and Networking · 2020 · 104 citations

Hardware Security, Engineering, Wireless Signal Spoofing +13

Over-the-Air Adversarial Attacks on Deep Learning Based Modulation Classifier over Wireless Channels

Brian Kim, Yalin E. Sagduyu, Kemal Davaslıoğlu et al. · 2020 · 98 citations