Tugba Erpek

Deep Learning for Launching and Mitigating Wireless Jamming Attacks

Tugba Erpek, Yalin E. Sagduyu, Yi Shi · IEEE Transactions on Cognitive Communications and Networking · 2018 · 237 citations

Wireless Communications, Engineering, Machine Learning +14

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

Deep Learning Based MIMO Communications

Timothy J. O’Shea, Tugba Erpek, T. Charles Clancy · arXiv (Cornell University) · 2017 · 142 citations · Full text

Wireless Communications, Wireless Mimo Systems, Mimo System +11

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

Adversarial Deep Learning for Over-the-Air Spectrum Poisoning Attacks

Yalin E. Sagduyu, Yi Shi, Tugba Erpek · IEEE Transactions on Mobile Computing · 2019 · 116 citations

Hardware Security, Data Augmentation, Engineering +14