Tugba Erpek

According to our database1, Tugba Erpek authored at least 33 papers between 2011 and 2020.

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Bibliography

2020
Deep Learning for Wireless Communications.
Proceedings of the Development and Analysis of Deep Learning Architectures, 2020

Adversarial Attacks with Multiple Antennas Against Deep Learning-Based Modulation Classifiers.
CoRR, 2020

Fast Initial Access with Deep Learning for Beam Prediction in 5G mmWave Networks.
CoRR, 2020

How to Make 5G Communications "Invisible": Adversarial Machine Learning for Wireless Privacy.
CoRR, 2020

Deep Learning for Wireless Communications.
CoRR, 2020

Channel-Aware Adversarial Attacks Against Deep Learning-Based Wireless Signal Classifiers.
CoRR, 2020

When Wireless Security Meets Machine Learning: Motivation, Challenges, and Research Directions.
CoRR, 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

Reinforcement Learning for Dynamic Resource Optimization in 5G Radio Access Network Slicing.
Proceedings of the 25th IEEE International Workshop on Computer Aided Modeling and Design of Communication Links and Networks, 2020

2019
Deep Learning for Launching and Mitigating Wireless Jamming Attacks.
IEEE Trans. Cogn. Commun. Netw., 2019

Adversarial Deep Learning for Over-the-Air Spectrum Poisoning Attacks.
CoRR, 2019

DeepWiFi: Cognitive WiFi with Deep Learning.
CoRR, 2019

Network control and rate optimization for multiuser MIMO communications.
Ad Hoc Networks, 2019

IoT Network Security from the Perspective of Adversarial Deep Learning.
Proceedings of the 16th Annual IEEE International Conference on Sensing, 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

Interference Regime Enforcing Rate Maximization for Non-Orthogonal Multiple Access (NOMA).
Proceedings of the International Conference on Computing, Networking and Communications, 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

2018
Rate Optimization with Distributed Network Coordination of Multiuser MIMO Communications.
Proceedings of the 88th IEEE Vehicular Technology Conference, 2018

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

Spectrum Data Poisoning with Adversarial Deep Learning.
Proceedings of the 2018 IEEE Military Communications Conference, 2018

Learning a Physical Layer Scheme for the MIMO Interference Channel.
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
Deep Learning Based MIMO Communications.
CoRR, 2017

A Unified Solution to Cognitive Radio Programming, Test and Evaluation for Tactical Communications.
IEEE Commun. Mag., 2017

Multilayer MANET routing with social-cognitive learning.
Proceedings of the 2017 IEEE Military Communications Conference, 2017

Spectral detection and localization of radio events with learned convolutional neural features.
Proceedings of the 25th European Signal Processing Conference, 2017

Physical layer deep learning of encodings for the MIMO fading channel.
Proceedings of the 55th Annual Allerton Conference on Communication, 2017

2016
Application-aware resource block and power allocation for LTE.
Proceedings of the Annual IEEE Systems Conference, 2016

A practical wireless reciprocity-aware key establishment protocol.
Proceedings of the 2016 IEEE Military Communications Conference, 2016

2015
An optimal application-aware resource block scheduling in LTE.
Proceedings of the International Conference on Computing, Networking and Communications, 2015

2012
LTE signal classification and center frequency detection without Priori information.
Proceedings of the IEEE International Symposium on Dynamic Spectrum Access Networks, 2012

2011
Dynamic spectrum access operational parameters with wireless microphones.
IEEE Commun. Mag., 2011


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