Kemal Davaslioglu

ORCID

Publication Activity (10 Years)

Years Active: 2012-2023
Publications (10 Years): 54

Top Venues

University of California, Irvine, USA (PHD)

Education History

University of California, Irvine, USA

PHD

Publications

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) (2023)
Ender Ayanoglu, Kemal Davaslioglu, Yalin E. Sagduyu
Machine Learning in NextG Networks via Generative Adversarial Networks. IEEE Trans. Cogn. Commun. Netw. 8 (2) (2022)
Kemal Davaslioglu, Tugba Erpek, Yalin E. Sagduyu
End-to-End Autoencoder Communications with Optimized Interference Suppression. CoRR (2022)
Ziad El Jamous, Kemal Davaslioglu, Yalin E. Sagduyu
Deep Reinforcement Learning for Power Control in Next-Generation WiFi Network Systems. CoRR (2022)
Ziad El Jamous, Kemal Davaslioglu, Yalin E. Sagduyu
Deep Reinforcement Learning for Power Control in Next-Generation WiFi Network Systems. MILCOM (2022)
Kemal Davaslioglu, Tugba Erpek, Yalin E. Sagduyu
Autoencoder Communications with Optimized Interference Suppression for NextG RAN. FNWF (2022)
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) (2022)
Brian Kim, Yalin E. Sagduyu, Kemal Davaslioglu, Tugba Erpek, Sennur Ulukus
Adversarial Machine Learning for NextG Covert Communications Using Multiple Antennas. Entropy 24 (8) (2022)
Ender Ayanoglu, Kemal Davaslioglu, Yalin E. Sagduyu
Machine Learning in NextG Networks via Generative Adversarial Networks. CoRR (2022)
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 (2022)
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) (2021)
Kemal Davaslioglu, Sohraab Soltani, Tugba Erpek, Yalin E. Sagduyu
DeepWiFi: Cognitive WiFi with Deep Learning. IEEE Trans. Mob. Comput. 20 (2) (2021)
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)
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)
Brian Kim, Yalin E. Sagduyu, Kemal Davaslioglu, Tugba Erpek, Sennur Ulukus
Channel-Aware Adversarial Attacks Against Deep Learning-Based Wireless Signal Classifiers. CoRR (2020)
Yi Shi, Kemal Davaslioglu, Yalin E. Sagduyu
Generative Adversarial Network in the Air: Deep Adversarial Learning for Wireless Signal Spoofing. CoRR (2020)
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 (2020)
Yi Shi, Kemal Davaslioglu, Yalin E. Sagduyu
Over-the-Air Membership Inference Attacks as Privacy Threats for Deep Learning-based Wireless Signal Classifiers. CoRR (2020)
Brian Kim, Yalin E. Sagduyu, Kemal Davaslioglu, Tugba Erpek, Sennur Ulukus
How to Make 5G Communications "Invisible": Adversarial Machine Learning for Wireless Privacy. CoRR (2020)
Brian Kim, Yalin E. Sagduyu, Tugba Erpek, Kemal Davaslioglu, Sennur Ulukus
Adversarial Attacks with Multiple Antennas Against Deep Learning-Based Modulation Classifiers. CoRR (2020)
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)
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)
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)
Brian Kim, Yalin E. Sagduyu, Tugba Erpek, Kemal Davaslioglu, Sennur Ulukus
Channel Effects on Surrogate Models of Adversarial Attacks against Wireless Signal Classifiers. CoRR (2020)
Kemal Davaslioglu, Yalin E. Sagduyu
Trojan Attacks on Wireless Signal Classification with Adversarial Machine Learning. CoRR (2019)
Kemal Davaslioglu, Bob Pokorny, Yalin E. Sagduyu, Henrik Molintas, Sohraab Soltani, Rebecca Grossman, Clint A. Bowers
Measuring the Collective Allostatic Load. CogSIMA (2019)
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 (2019)
Kemal Davaslioglu, Yalin E. Sagduyu
Trojan Attacks on Wireless Signal Classification with Adversarial Machine Learning. DySPAN (2019)
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)
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 (2019)
Yi Shi, Kemal Davaslioglu, Yalin E. Sagduyu
Generative Adversarial Network for Wireless Signal Spoofing. WiseML@WiSec (2019)
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)
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)
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)
Yi Shi, Kemal Davaslioglu, Yalin E. Sagduyu
Generative Adversarial Network for Wireless Signal Spoofing. CoRR (2019)
Kemal Davaslioglu, Sohraab Soltani, Tugba Erpek, Yalin E. Sagduyu
DeepWiFi: Cognitive WiFi with Deep Learning. CoRR (2019)
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 (2019)
Yi Shi, Yalin E. Sagduyu, Kemal Davaslioglu, Jason H. Li
Generative Adversarial Networks for Black-Box API Attacks with Limited Training Data. CoRR (2019)
Kemal Davaslioglu, Yalin E. Sagduyu
Generative Adversarial Learning for Spectrum Sensing. CoRR (2018)
Yi Shi, Yalin E. Sagduyu, Kemal Davaslioglu, Jason H. Li
Generative Adversarial Networks for Black-Box API Attacks with Limited Training Data. ISSPIT (2018)
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)
Kemal Davaslioglu, Yalin E. Sagduyu
Generative Adversarial Learning for Spectrum Sensing. ICC (2018)
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)
Yi Shi, Yalin E. Sagduyu, Kemal Davaslioglu, Jason H. Li
Active Deep Learning Attacks under Strict Rate Limitations for Online API Calls. CoRR (2018)
Nabeel Sulieman, Kemal Davaslioglu, Richard D. Gitlin
Diversity coded 5G fronthaul wireless networks. WTS (2017)
Cemil Can Coskun, Kemal Davaslioglu, Ender Ayanoglu
Three-Stage Resource Allocation Algorithm for Energy-Efficient Heterogeneous Networks. IEEE Trans. Veh. Technol. 66 (8) (2017)
Yang Liu, Kemal Davaslioglu, Richard D. Gitlin
Energy Efficiency Optimization of Channel Access Probabilities in IEEE 802.15.6 UWB WBANs. WCNC (2017)
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)
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)
Kemal Davaslioglu, Yang Liu, Richard D. Gitlin
CLOEE - Cross-Layer Optimization for Energy Efficiency of IEEE 802.15.6 IR-UWB WBANs. GLOBECOM (2016)
Kemal Davaslioglu, Yang Liu, Richard D. Gitlin
CLOEE - Cross-Layer Optimization for Energy Efficiency of IEEE 802.15.6 IR-UWB WBANs. CoRR (2016)
Kemal Davaslioglu, Cemil Can Coskun, Ender Ayanoglu
New Algorithms for Maximizing Cellular Wireless Network Energy Efficiency. CoRR (2016)
Yang Liu, Kemal Davaslioglu, Richard D. Gitlin
Energy Efficiency Optimization of Channel Access Probabilities in IEEE 802.15.6 UWB WBANs. CoRR (2016)
Kemal Davaslioglu, Cemil Can Coskun, Ender Ayanoglu
New algorithms for maximizing cellular wireless network energy efficiency. ITA (2016)
Kemal Davaslioglu, Ender Ayanoglu
Quantifying Potential Energy Efficiency Gain in Green Cellular Wireless Networks. CoRR (2015)
Kemal Davaslioglu, Cemil Can Coskun, Ender Ayanoglu
Energy-Efficient Resource Allocation for Fractional Frequency Reuse in Heterogeneous Networks. IEEE Trans. Wirel. Commun. 14 (10) (2015)
Cemil Can Coskun, Kemal Davaslioglu, Ender Ayanoglu
An Energy-Efficient Resource Allocation Algorithm with QoS Constraints for Heterogeneous Networks. GLOBECOM (2015)
Kemal Davaslioglu, Ender Ayanoglu
Efficiency and Fairness Trade-Offs in SC-FDMA Schedulers. IEEE Trans. Wirel. Commun. 13 (6) (2014)
Kemal Davaslioglu, Ender Ayanoglu
Quantifying Potential Energy Efficiency Gain in Green Cellular Wireless Networks. IEEE Commun. Surv. Tutorials 16 (4) (2014)
Kemal Davaslioglu, Ender Ayanoglu
Common Rate Maximization in Two-Layer Cellular Radio Systems CoRR (2013)
Kemal Davaslioglu, Ender Ayanoglu
Interference-based cell selection in heterogenous networks. ITA (2013)
Kemal Davaslioglu, Ender Ayanoglu
Interference-Based Cell Selection in Heterogenous Networks CoRR (2013)
Kemal Davaslioglu, Ender Ayanoglu
Common rate maximization in two-layer cellular radio systems. GLOBECOM Workshops (2012)
Kemal Davaslioglu, Ender Ayanoglu
Power Control in Multi-Layer Cellular Networks CoRR (2012)

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Publication Activity (10 Years)

Top Topics

Top Venues

Kemal Davaslioglu