Kemal Davaslioglu

Orcid: 0000-0003-2745-6764

According to our database1, Kemal Davaslioglu authored at least 42 papers between 2012 and 2023.

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Bibliography

2023
Self-Supervised RF Signal Representation Learning for NextG Signal Classification With Deep Learning.
IEEE Wirel. Commun. Lett., 2023

2022
Channel-Aware Adversarial Attacks Against Deep Learning-Based Wireless Signal Classifiers.
IEEE Trans. Wirel. Commun., 2022

Machine Learning in NextG Networks via Generative Adversarial Networks.
IEEE Trans. Cogn. Commun. Netw., 2022

Adversarial Machine Learning for NextG Covert Communications Using Multiple Antennas.
Entropy, 2022

End-to-End Autoencoder Communications with Optimized Interference Suppression.
CoRR, 2022

Deep Reinforcement Learning for Power Control in Next-Generation WiFi Network Systems.
Proceedings of the IEEE Military Communications Conference, 2022

Autoencoder Communications with Optimized Interference Suppression for NextG RAN.
Proceedings of the 2022 IEEE Future Networks World Forum, 2022

2021
DeepWiFi: Cognitive WiFi with Deep Learning.
IEEE Trans. Mob. Comput., 2021

Generative Adversarial Network in the Air: Deep Adversarial Learning for Wireless Signal Spoofing.
IEEE Trans. Cogn. Commun. Netw., 2021

Channel Effects on Surrogate Models of Adversarial Attacks against Wireless Signal Classifiers.
Proceedings of the ICC 2021, 2021

2020
Over-the-air membership inference attacks as privacy threats for deep learning-based wireless signal classifiers.
Proceedings of the 2nd ACM Workshop on Wireless Security and Machine Learning, 2020

Adversarial Attacks with Multiple Antennas Against Deep Learning-Based Modulation Classifiers.
Proceedings of the IEEE Globecom Workshops, 2020

Over-the-Air Adversarial Attacks on Deep Learning Based Modulation Classifier over Wireless Channels.
Proceedings of the 54th Annual Conference on Information Sciences and Systems, 2020

How to Make 5G Communications "Invisible": Adversarial Machine Learning for Wireless Privacy.
Proceedings of the 54th Asilomar Conference on Signals, Systems, and Computers, 2020

2019
Generative Adversarial Network for Wireless Signal Spoofing.
Proceedings of the ACM Workshop on Wireless Security and Machine Learning, 2019

Real-Time and Embedded Deep Learning on FPGA for RF Signal Classification.
Proceedings of the 2019 IEEE Military Communications Conference, 2019

QoS and Jamming-Aware Wireless Networking Using Deep Reinforcement Learning.
Proceedings of the 2019 IEEE Military Communications Conference, 2019

Real-Time Experimentation of Deep Learning-based RF Signal Classifier on FPGA.
Proceedings of the 2019 IEEE International Symposium on Dynamic Spectrum Access Networks, 2019

Trojan Attacks on Wireless Signal Classification with Adversarial Machine Learning.
Proceedings of the 2019 IEEE International Symposium on Dynamic Spectrum Access Networks, 2019

Deep Learning for RF Signal Classification in Unknown and Dynamic Spectrum Environments.
Proceedings of the 2019 IEEE International Symposium on Dynamic Spectrum Access Networks, 2019

Measuring the Collective Allostatic Load.
Proceedings of the IEEE Conference on Cognitive and Computational Aspects of Situation Management, 2019

2018
Vulnerability Detection and Analysis in Adversarial Deep Learning.
Proceedings of the Guide to Vulnerability Analysis for Computer Networks and Systems, 2018

Active Deep Learning Attacks under Strict Rate Limitations for Online API Calls.
CoRR, 2018

Routing, Network Coding and TCP Support for Wideband HF Communications.
Proceedings of the 2018 IEEE Military Communications Conference, 2018

Generative Adversarial Networks for Black-Box API Attacks with Limited Training Data.
Proceedings of the 2018 IEEE International Symposium on Signal Processing and Information Technology (ISSPIT), 2018

Generative Adversarial Learning for Spectrum Sensing.
Proceedings of the 2018 IEEE International Conference on Communications, 2018

Adversarial Deep Learning for Cognitive Radio Security: Jamming Attack and Defense Strategies.
Proceedings of the 2018 IEEE International Conference on Communications Workshops, 2018

2017
Three-Stage Resource Allocation Algorithm for Energy-Efficient Heterogeneous Networks.
IEEE Trans. Veh. Technol., 2017

Diversity coded 5G fronthaul wireless networks.
Proceedings of the 2017 Wireless Telecommunications Symposium, 2017

Energy Efficiency Optimization of Channel Access Probabilities in IEEE 802.15.6 UWB WBANs.
Proceedings of the 2017 IEEE Wireless Communications and Networking Conference, 2017

Diversity and network coded 5G fronthaul wireless networks for ultra reliable and low latency communications.
Proceedings of the 28th IEEE Annual International Symposium on Personal, 2017

Energy efficiency and resource allocation of IEEE 802.15.6 IR-UWB WBANs: Current state-of-the-art and future directions.
Proceedings of the 2017 Information Theory and Applications Workshop, 2017

2016
New algorithms for maximizing cellular wireless network energy efficiency.
Proceedings of the 2016 Information Theory and Applications Workshop, 2016

CLOEE - Cross-Layer Optimization for Energy Efficiency of IEEE 802.15.6 IR-UWB WBANs.
Proceedings of the 2016 IEEE Global Communications Conference, 2016

2015
Energy Efficiency and Load Balancing in Next-Generation Wireless Cellular Networks.
PhD thesis, 2015

Energy-Efficient Resource Allocation for Fractional Frequency Reuse in Heterogeneous Networks.
IEEE Trans. Wirel. Commun., 2015

An Energy-Efficient Resource Allocation Algorithm with QoS Constraints for Heterogeneous Networks.
Proceedings of the 2015 IEEE Global Communications Conference, 2015

2014
Efficiency and Fairness Trade-Offs in SC-FDMA Schedulers.
IEEE Trans. Wirel. Commun., 2014

Quantifying Potential Energy Efficiency Gain in Green Cellular Wireless Networks.
IEEE Commun. Surv. Tutorials, 2014

2013
Interference-based cell selection in heterogenous networks.
Proceedings of the 2013 Information Theory and Applications Workshop, 2013

2012
Power Control in Multi-Layer Cellular Networks
CoRR, 2012

Common rate maximization in two-layer cellular radio systems.
Proceedings of the Workshops Proceedings of the Global Communications Conference, 2012


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