Kemal Davaslioglu
University of California, Irvine
H-index: 24
North America-United States
Top articles of Kemal Davaslioglu
Title | Journal | Author(s) | Publication Date |
|---|---|---|---|
Systems and methods for deep reinforcement learning for optimal power control in wireless networks | 2023/9/12 | ||
Autoencoder Communications with Optimized Interference Suppression for NextG RAN | Kemal Davaslioglu Tugba Erpek Yalin E Sagduyu | 2022/10/10 | |
Adversarial machine learning for nextg covert communications using multiple antennas | Entropy | Brian Kim Yalin Sagduyu Kemal Davaslioglu Tugba Erpek Sennur Ulukus | 2022/7/29 |
Machine learning in NextG networks via generative adversarial networks | IEEE Transactions on Cognitive Communications and Networking | Ender Ayanoglu Kemal Davaslioglu Yalin E Sagduyu | 2022/2/23 |
Deep reinforcement learning for power control in next-generation wifi network systems | Ziad El Jamous Kemal Davaslioglu Yalin E Sagduyu | 2022/11/28 | |
Self-supervised RF signal representation learning for NextG signal classification with deep learning | IEEE Wireless Communications Letters | Kemal Davaslioglu Serdar Boztaş Mehmet Can Ertem Yalin E Sagduyu Ender Ayanoglu | 2022/10/26 |
Deep Learning with Interference Training for Adaptive Radar Beamforming | Kemal Davaslioglu Tugba Erpek Yalin E Sagduyu Nof Abuzainab David Hartman | 2022/10/11 | |
Channel effects on surrogate models of adversarial attacks against wireless signal classifiers | Brian Kim Yalin E Sagduyu Tugba Erpek Kemal Davaslioglu Sennur Ulukus | 2021/6/14 | |
Collective allostatic load measures for teams | Structural Health Monitoring | Kemal Davaslioglu Bob Pokorny Yalin E Sagduyu Henrik Molintas Sohraab Soltani | 2021/5 |
End-to-end autoencoder communications with optimized interference suppression | arXiv preprint arXiv:2201.01388 | Kemal Davaslioglu Tugba Erpek Yalin E Sagduyu | 2021/12/29 |
Channel-aware adversarial attacks against deep learning-based wireless signal classifiers | IEEE Transactions on Wireless Communications | Brian Kim Yalin E Sagduyu Kemal Davaslioglu Tugba Erpek Sennur Ulukus | 2021/11/9 |
Integrating deep learning-based data driven and model-based approaches for inverse synthetic aperture radar target recognition | Optical Engineering | Rajkumar Theagarajan Bir Bhanu Tugba Erpek Yik-Kiong Hue Robert Schwieterman | 2020/5/1 |
Over-the-air adversarial attacks on deep learning based modulation classifier over wireless channels | Brian Kim Yalin E Sagduyu Kemal Davaslioglu Tugba Erpek Sennur Ulukus | 2020/3/18 | |
Adversarial attacks with multiple antennas against deep learning-based modulation classifiers | Brian Kim Yalin E Sagduyu Tugba Erpek Kemal Davaslioglu Sennur Ulukus | 2020/12/7 | |
Generative adversarial network in the air: Deep adversarial learning for wireless signal spoofing | IEEE Transactions on Cognitive Communications and Networking | Yi Shi Kemal Davaslioglu Yalin E Sagduyu | 2020/7/20 |
Over-the-air membership inference attacks as privacy threats for deep learning-based wireless signal classifiers | Yi Shi Kemal Davaslioglu Yalin E Sagduyu | 2020/7/13 |
Co-Authors
