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Kemal Davaslioglu
Kemal Davaslioglu
Principal Scientist at Nexcepta, Inc., Ph.D. from University of California, Irvine.
Verified email at ieee.org - Homepage
Title
Cited by
Cited by
Year
Adversarial deep learning for cognitive radio security: Jamming attack and defense strategies
Y Shi, YE Sagduyu, T Erpek, K Davaslioglu, Z Lu, JH Li
2018 IEEE international conference on communications workshops (ICC …, 2018
1142018
Generative adversarial learning for spectrum sensing
K Davaslioglu, YE Sagduyu
2018 IEEE international conference on communications (ICC), 1-6, 2018
1132018
Deep learning for RF signal classification in unknown and dynamic spectrum environments
Y Shi, K Davaslioglu, YE Sagduyu, WC Headley, M Fowler, G Green
2019 IEEE International Symposium on Dynamic Spectrum Access Networks …, 2019
1052019
Channel-aware adversarial attacks against deep learning-based wireless signal classifiers
B Kim, YE Sagduyu, K Davaslioglu, T Erpek, S Ulukus
IEEE Transactions on Wireless Communications 21 (6), 3868-3880, 2021
1012021
Generative adversarial network for wireless signal spoofing
Y Shi, K Davaslioglu, YE Sagduyu
Proceedings of the ACM Workshop on Wireless Security and Machine Learning, 55-60, 2019
892019
Quantifying potential energy efficiency gain in green cellular wireless networks
K Davaslioglu, E Ayanoglu
IEEE Communications Surveys & Tutorials 16 (4), 2065-2091, 2014
852014
Over-the-air adversarial attacks on deep learning based modulation classifier over wireless channels
B Kim, YE Sagduyu, K Davaslioglu, T Erpek, S Ulukus
2020 54th Annual Conference on Information Sciences and Systems (CISS), 1-6, 2020
842020
Generative adversarial network in the air: Deep adversarial learning for wireless signal spoofing
Y Shi, K Davaslioglu, YE Sagduyu
IEEE Transactions on Cognitive Communications and Networking 7 (1), 294-303, 2020
802020
Trojan attacks on wireless signal classification with adversarial machine learning
K Davaslioglu, YE Sagduyu
2019 IEEE International Symposium on Dynamic Spectrum Access Networks …, 2019
672019
The optimum received power levels of uplink non-orthogonal multiple access (NOMA) signals
F Al Rabee, K Davaslioglu, R Gitlin
2017 IEEE 18th Wireless and Microwave Technology Conference (WAMICON), 1-4, 2017
632017
Base station prediction and proactive mobility management in virtual cells using recurrent neural networks
DS Wickramasuriya, CA Perumalla, K Davaslioglu, RD Gitlin
2017 IEEE 18th Wireless and Microwave Technology Conference (WAMICON), 1-6, 2017
582017
DeepWiFi: Cognitive WiFi with deep learning
K Davaslioglu, S Soltani, T Erpek, YE Sagduyu
IEEE Transactions on Mobile Computing 20 (2), 429-444, 2019
492019
Real-time and embedded deep learning on FPGA for RF signal classification
S Soltani, YE Sagduyu, R Hasan, K Davaslioglu, H Deng, T Erpek
MILCOM 2019-2019 IEEE Military Communications Conference (MILCOM), 1-6, 2019
442019
Energy-Efficient Resource Allocation for Fractional Frequency Reuse in Heterogeneous Networks
EA Kemal Davaslioglu, Cemil Can Coskun
IEEE Transactions on Wireless Communications 14 (10), 5484 - 5497, 2015
422015
Over-the-air membership inference attacks as privacy threats for deep learning-based wireless signal classifiers
Y Shi, K Davaslioglu, YE Sagduyu
Proceedings of the 2nd ACM Workshop on Wireless Security and Machine …, 2020
362020
QoS and jamming-aware wireless networking using deep reinforcement learning
N Abuzainab, T Erpek, K Davaslioglu, YE Sagduyu, Y Shi, SJ Mackey, ...
MILCOM 2019-2019 IEEE Military Communications Conference (MILCOM), 610-615, 2019
362019
Generative adversarial networks for black-box API attacks with limited training data
Y Shi, YE Sagduyu, K Davaslioglu, JH Li
2018 IEEE International Symposium on Signal Processing and Information …, 2018
352018
Active deep learning attacks under strict rate limitations for online API calls
Y Shi, YE Sagduyu, K Davaslioglu, JH Li
2018 IEEE international symposium on technologies for homeland security (HST …, 2018
352018
How to Make 5G Communications" Invisible": Adversarial Machine Learning for Wireless Privacy
B Kim, YE Sagduyu, K Davaslioglu, T Erpek, S Ulukus
2020 54th Asilomar Conference on Signals, Systems, and Computers, 763-767, 2020
332020
Interference-Based Cell Selection in Heterogenous Networks
K Davaslioglu, E Ayanoglu
Information Theory and Applications Workshop (ITA), 2013, 1-6, 2013
322013
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Articles 1–20