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Kemal Davaslioglu
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2020 – today
- 2023
- [j10]Kemal Davaslioglu, Serdar Boztas, Mehmet Can Ertem, Yalin E. Sagduyu, Ender Ayanoglu:
Self-Supervised RF Signal Representation Learning for NextG Signal Classification With Deep Learning. IEEE Wirel. Commun. Lett. 12(1): 65-69 (2023) - 2022
- [j9]Brian Kim, Yalin E. Sagduyu, Kemal Davaslioglu, Tugba Erpek, Sennur Ulukus:
Adversarial Machine Learning for NextG Covert Communications Using Multiple Antennas. Entropy 24(8): 1047 (2022) - [j8]Ender Ayanoglu, Kemal Davaslioglu, Yalin E. Sagduyu:
Machine Learning in NextG Networks via Generative Adversarial Networks. IEEE Trans. Cogn. Commun. Netw. 8(2): 480-501 (2022) - [j7]Brian Kim, Yalin E. Sagduyu, Kemal Davaslioglu, Tugba Erpek, Sennur Ulukus:
Channel-Aware Adversarial Attacks Against Deep Learning-Based Wireless Signal Classifiers. IEEE Trans. Wirel. Commun. 21(6): 3868-3880 (2022) - [c27]Kemal Davaslioglu, Tugba Erpek, Yalin E. Sagduyu:
Autoencoder Communications with Optimized Interference Suppression for NextG RAN. FNWF 2022: 164-169 - [c26]Ziad El Jamous, Kemal Davaslioglu, Yalin E. Sagduyu:
Deep Reinforcement Learning for Power Control in Next-Generation WiFi Network Systems. MILCOM 2022: 547-552 - [i27]Kemal Davaslioglu, Tugba Erpek, Yalin E. Sagduyu:
End-to-End Autoencoder Communications with Optimized Interference Suppression. CoRR abs/2201.01388 (2022) - [i26]Ender Ayanoglu, Kemal Davaslioglu, Yalin E. Sagduyu:
Machine Learning in NextG Networks via Generative Adversarial Networks. CoRR abs/2203.04453 (2022) - [i25]Kemal Davaslioglu, Serdar Boztas, Mehmet Can Ertem, Yalin E. Sagduyu, Ender Ayanoglu:
Self-Supervised RF Signal Representation Learning for NextG Signal Classification with Deep Learning. CoRR abs/2207.03046 (2022) - [i24]Ziad El Jamous, Kemal Davaslioglu, Yalin E. Sagduyu:
Deep Reinforcement Learning for Power Control in Next-Generation WiFi Network Systems. CoRR abs/2211.01107 (2022) - 2021
- [j6]Yi Shi, Kemal Davaslioglu, Yalin E. Sagduyu:
Generative Adversarial Network in the Air: Deep Adversarial Learning for Wireless Signal Spoofing. IEEE Trans. Cogn. Commun. Netw. 7(1): 294-303 (2021) - [j5]Kemal Davaslioglu, Sohraab Soltani, Tugba Erpek, Yalin E. Sagduyu:
DeepWiFi: Cognitive WiFi with Deep Learning. IEEE Trans. Mob. Comput. 20(2): 429-444 (2021) - [c25]Brian Kim, Yalin E. Sagduyu, Tugba Erpek, Kemal Davaslioglu, Sennur Ulukus:
Channel Effects on Surrogate Models of Adversarial Attacks against Wireless Signal Classifiers. ICC 2021: 1-6 - 2020
- [c24]Brian Kim, Yalin E. Sagduyu, Kemal Davaslioglu, Tugba Erpek, Sennur Ulukus:
How to Make 5G Communications "Invisible": Adversarial Machine Learning for Wireless Privacy. ACSSC 2020: 763-767 - [c23]Brian Kim, Yalin E. Sagduyu, Kemal Davaslioglu, Tugba Erpek, Sennur Ulukus:
Over-the-Air Adversarial Attacks on Deep Learning Based Modulation Classifier over Wireless Channels. CISS 2020: 1-6 - [c22]Brian Kim, Yalin E. Sagduyu, Tugba Erpek, Kemal Davaslioglu, Sennur Ulukus:
Adversarial Attacks with Multiple Antennas Against Deep Learning-Based Modulation Classifiers. GLOBECOM (Workshops) 2020: 1-6 - [c21]Yi Shi, Kemal Davaslioglu, Yalin E. Sagduyu:
Over-the-air membership inference attacks as privacy threats for deep learning-based wireless signal classifiers. WiseML@WiSec 2020: 61-66 - [i23]Brian Kim, Yalin E. Sagduyu, Kemal Davaslioglu, Tugba Erpek, Sennur Ulukus:
Over-the-Air Adversarial Attacks on Deep Learning Based Modulation Classifier over Wireless Channels. CoRR abs/2002.02400 (2020) - [i22]Brian Kim, Yalin E. Sagduyu, Kemal Davaslioglu, Tugba Erpek, Sennur Ulukus:
Channel-Aware Adversarial Attacks Against Deep Learning-Based Wireless Signal Classifiers. CoRR abs/2005.05321 (2020) - [i21]Brian Kim, Yalin E. Sagduyu, Kemal Davaslioglu, Tugba Erpek, Sennur Ulukus:
How to Make 5G Communications "Invisible": Adversarial Machine Learning for Wireless Privacy. CoRR abs/2005.07675 (2020) - [i20]Yi Shi, Kemal Davaslioglu, Yalin E. Sagduyu:
Over-the-Air Membership Inference Attacks as Privacy Threats for Deep Learning-based Wireless Signal Classifiers. CoRR abs/2006.14576 (2020) - [i19]Yi Shi, Kemal Davaslioglu, Yalin E. Sagduyu:
Generative Adversarial Network in the Air: Deep Adversarial Learning for Wireless Signal Spoofing. CoRR abs/2007.08363 (2020) - [i18]Brian Kim, Yalin E. Sagduyu, Tugba Erpek, Kemal Davaslioglu, Sennur Ulukus:
Adversarial Attacks with Multiple Antennas Against Deep Learning-Based Modulation Classifiers. CoRR abs/2007.16204 (2020) - [i17]Brian Kim, Yalin E. Sagduyu, Tugba Erpek, Kemal Davaslioglu, Sennur Ulukus:
Channel Effects on Surrogate Models of Adversarial Attacks against Wireless Signal Classifiers. CoRR abs/2012.02160 (2020)
2010 – 2019
- 2019
- [c20]Kemal Davaslioglu, Bob Pokorny, Yalin E. Sagduyu, Henrik Molintas, Sohraab Soltani, Rebecca Grossman, Clint A. Bowers:
Measuring the Collective Allostatic Load. CogSIMA 2019: 93-99 - [c19]Yi Shi, Kemal Davaslioglu, Yalin E. Sagduyu, William C. Headley, Michael Fowler, Gilbert Green:
Deep Learning for RF Signal Classification in Unknown and Dynamic Spectrum Environments. DySPAN 2019: 1-10 - [c18]Kemal Davaslioglu, Yalin E. Sagduyu:
Trojan Attacks on Wireless Signal Classification with Adversarial Machine Learning. DySPAN 2019: 1-6 - [c17]Sohraab Soltani, Yalin E. Sagduyu, Raqibul Hasan, Kemal Davaslioglu, Hongmei Deng, Tugba Erpek:
Real-Time Experimentation of Deep Learning-based RF Signal Classifier on FPGA. DySPAN 2019: 1-2 - [c16]Sohraab Soltani, Yalin E. Sagduyu, Raqibul Hasan, Kemal Davaslioglu, Hongmei Deng, Tugba Erpek:
Real-Time and Embedded Deep Learning on FPGA for RF Signal Classification. MILCOM 2019: 1-6 - [c15]Nof Abuzainab, Volkan Isler, Aylin Yener, Tugba Erpek, Kemal Davaslioglu, Yalin E. Sagduyu, Yi Shi, Sharon J. Mackey, Mitesh P. Patel, Frank Panettieri, Muhammad A. Qureshi:
QoS and Jamming-Aware Wireless Networking Using Deep Reinforcement Learning. MILCOM 2019: 610-615 - [c14]Yi Shi, Kemal Davaslioglu, Yalin E. Sagduyu:
Generative Adversarial Network for Wireless Signal Spoofing. WiseML@WiSec 2019: 55-60 - [i16]Yi Shi, Yalin E. Sagduyu, Kemal Davaslioglu, Jason H. Li:
Generative Adversarial Networks for Black-Box API Attacks with Limited Training Data. CoRR abs/1901.09113 (2019) - [i15]Yi Shi, Kemal Davaslioglu, Yalin E. Sagduyu:
Generative Adversarial Network for Wireless Signal Spoofing. CoRR abs/1905.01008 (2019) - [i14]Yi Shi, Kemal Davaslioglu, Yalin E. Sagduyu, William C. Headley, Michael Fowler, Gilbert Green:
Deep Learning for RF Signal Classification in Unknown and Dynamic Spectrum Environments. CoRR abs/1909.11800 (2019) - [i13]Sohraab Soltani, Yalin E. Sagduyu, Raqibul Hasan, Kemal Davaslioglu, Hongmei Deng, Tugba Erpek:
Real-Time and Embedded Deep Learning on FPGA for RF Signal Classification. CoRR abs/1910.05765 (2019) - [i12]Nof Abuzainab, Tugba Erpek, Kemal Davaslioglu, Yalin E. Sagduyu, Yi Shi, Sharon J. Mackey, Mitesh P. Patel, Frank Panettieri, Muhammad A. Qureshi, Volkan Isler, Aylin Yener:
QoS and Jamming-Aware Wireless Networking Using Deep Reinforcement Learning. CoRR abs/1910.05766 (2019) - [i11]Kemal Davaslioglu, Yalin E. Sagduyu:
Trojan Attacks on Wireless Signal Classification with Adversarial Machine Learning. CoRR abs/1910.10766 (2019) - [i10]Kemal Davaslioglu, Sohraab Soltani, Tugba Erpek, Yalin E. Sagduyu:
DeepWiFi: Cognitive WiFi with Deep Learning. CoRR abs/1910.13315 (2019) - 2018
- [c13]Yi Shi, Yalin E. Sagduyu, Tugba Erpek, Kemal Davaslioglu, Zhuo Lu, Jason H. Li:
Adversarial Deep Learning for Cognitive Radio Security: Jamming Attack and Defense Strategies. ICC Workshops 2018: 1-6 - [c12]Kemal Davaslioglu, Yalin E. Sagduyu:
Generative Adversarial Learning for Spectrum Sensing. ICC 2018: 1-6 - [c11]Yi Shi, Yalin E. Sagduyu, Kemal Davaslioglu, Jason H. Li:
Generative Adversarial Networks for Black-Box API Attacks with Limited Training Data. ISSPIT 2018: 453-458 - [c10]Tugba Erpek, Yalin E. Sagduyu, Yi Shi, Maice Costa, Kemal Davaslioglu, Hao Han, Daniel Fayette, Eric Johnson, Elizabeth S. Bentley, Clif Banner:
Routing, Network Coding and TCP Support for Wideband HF Communications. MILCOM 2018: 157-162 - [p1]Yi Shi, Yalin E. Sagduyu, Kemal Davaslioglu, Renato Levy:
Vulnerability Detection and Analysis in Adversarial Deep Learning. Guide to Vulnerability Analysis for Computer Networks and Systems 2018: 211-234 - [i9]Kemal Davaslioglu, Yalin E. Sagduyu:
Generative Adversarial Learning for Spectrum Sensing. CoRR abs/1804.00709 (2018) - [i8]Yi Shi, Yalin E. Sagduyu, Kemal Davaslioglu, Jason H. Li:
Active Deep Learning Attacks under Strict Rate Limitations for Online API Calls. CoRR abs/1811.01811 (2018) - 2017
- [j4]Cemil Can Coskun, Kemal Davaslioglu, Ender Ayanoglu:
Three-Stage Resource Allocation Algorithm for Energy-Efficient Heterogeneous Networks. IEEE Trans. Veh. Technol. 66(8): 6942-6957 (2017) - [c9]Yang Liu, Kemal Davaslioglu, Richard D. Gitlin:
Energy efficiency and resource allocation of IEEE 802.15.6 IR-UWB WBANs: Current state-of-the-art and future directions. ITA 2017: 1-10 - [c8]Nabeel I. Sulieman, Eren Balevi, Kemal Davaslioglu, Richard D. Gitlin:
Diversity and network coded 5G fronthaul wireless networks for ultra reliable and low latency communications. PIMRC 2017: 1-6 - [c7]Yang Liu, Kemal Davaslioglu, Richard D. Gitlin:
Energy Efficiency Optimization of Channel Access Probabilities in IEEE 802.15.6 UWB WBANs. WCNC 2017: 1-6 - [c6]Nabeel Sulieman, Kemal Davaslioglu, Richard D. Gitlin:
Diversity coded 5G fronthaul wireless networks. WTS 2017: 1-5 - 2016
- [c5]Kemal Davaslioglu, Yang Liu, Richard D. Gitlin:
CLOEE - Cross-Layer Optimization for Energy Efficiency of IEEE 802.15.6 IR-UWB WBANs. GLOBECOM 2016: 1-7 - [c4]Kemal Davaslioglu, Cemil Can Coskun, Ender Ayanoglu:
New algorithms for maximizing cellular wireless network energy efficiency. ITA 2016: 1-10 - [i7]Kemal Davaslioglu, Yang Liu, Richard D. Gitlin:
CLOEE - Cross-Layer Optimization for Energy Efficiency of IEEE 802.15.6 IR-UWB WBANs. CoRR abs/1609.05256 (2016) - [i6]Yang Liu, Kemal Davaslioglu, Richard D. Gitlin:
Energy Efficiency Optimization of Channel Access Probabilities in IEEE 802.15.6 UWB WBANs. CoRR abs/1610.02092 (2016) - [i5]Kemal Davaslioglu, Cemil Can Coskun, Ender Ayanoglu:
New Algorithms for Maximizing Cellular Wireless Network Energy Efficiency. CoRR abs/1610.04950 (2016) - 2015
- [b1]Kemal Davaslioglu:
Energy Efficiency and Load Balancing in Next-Generation Wireless Cellular Networks. University of California, Irvine, USA, 2015 - [j3]Kemal Davaslioglu, Cemil Can Coskun, Ender Ayanoglu:
Energy-Efficient Resource Allocation for Fractional Frequency Reuse in Heterogeneous Networks. IEEE Trans. Wirel. Commun. 14(10): 5484-5497 (2015) - [c3]Cemil Can Coskun, Kemal Davaslioglu, Ender Ayanoglu:
An Energy-Efficient Resource Allocation Algorithm with QoS Constraints for Heterogeneous Networks. GLOBECOM 2015: 1-7 - [i4]Kemal Davaslioglu, Ender Ayanoglu:
Quantifying Potential Energy Efficiency Gain in Green Cellular Wireless Networks. CoRR abs/1501.06099 (2015) - 2014
- [j2]Kemal Davaslioglu, Ender Ayanoglu:
Quantifying Potential Energy Efficiency Gain in Green Cellular Wireless Networks. IEEE Commun. Surv. Tutorials 16(4): 2065-2091 (2014) - [j1]Kemal Davaslioglu, Ender Ayanoglu:
Efficiency and Fairness Trade-Offs in SC-FDMA Schedulers. IEEE Trans. Wirel. Commun. 13(6): 2991-3002 (2014) - 2013
- [c2]Kemal Davaslioglu, Ender Ayanoglu:
Interference-based cell selection in heterogenous networks. ITA 2013: 1-6 - [i3]Kemal Davaslioglu, Ender Ayanoglu:
Common Rate Maximization in Two-Layer Cellular Radio Systems. CoRR abs/1302.7046 (2013) - [i2]Kemal Davaslioglu, Ender Ayanoglu:
Interference-Based Cell Selection in Heterogenous Networks. CoRR abs/1302.7048 (2013) - 2012
- [c1]Kemal Davaslioglu, Ender Ayanoglu:
Common rate maximization in two-layer cellular radio systems. GLOBECOM Workshops 2012: 1096-1101 - [i1]Kemal Davaslioglu, Ender Ayanoglu:
Power Control in Multi-Layer Cellular Networks. CoRR abs/1203.6131 (2012)
Coauthor Index
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