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Kemal Davaslioglu
Kemal Davaslioglu
Lead Research Scientist. Ph.D. from University of California, Irvine.
在 ieee.org 的电子邮件经过验证 - 首页
标题
引用次数
引用次数
年份
Generative adversarial learning for spectrum sensing
K Davaslioglu, YE Sagduyu
2018 IEEE international conference on communications (ICC), 1-6, 2018
972018
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
902018
Quantifying potential energy efficiency gain in green cellular wireless networks
K Davaslioglu, E Ayanoglu
IEEE Communications Surveys & Tutorials 16 (4), 2065-2091, 2014
822014
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
742019
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
702019
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
652020
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
562017
Trojan attacks on wireless signal classification with adversarial machine learning
K Davaslioglu, YE Sagduyu
2019 IEEE International Symposium on Dynamic Spectrum Access Networks …, 2019
532019
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
532017
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
502021
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
452020
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
DeepWiFi: Cognitive WiFi with deep learning
K Davaslioglu, S Soltani, T Erpek, YE Sagduyu
IEEE Transactions on Mobile Computing 20 (2), 429-444, 2019
372019
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
332019
Interference-Based Cell Selection in Heterogenous Networks
K Davaslioglu, E Ayanoglu
Information Theory and Applications Workshop (ITA), 2013, 1-6, 2013
312013
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
292020
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
292018
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
282019
Three-stage resource allocation algorithm for energy-efficient heterogeneous networks
CC Coskun, K Davaslioglu, E Ayanoglu
IEEE Transactions on vehicular technology 66 (8), 6942-6957, 2017
282017
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
262018
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