Tugba Erpek

CoRR, 2024

Low-Latency Task-Oriented Communications with Multi-Round, Multi-Task Deep Learning.

[BibT_eX]

[DOI]

Proceedings of the 30th Annual International Conference on Mobile Computing and Networking, 2024

I-SCOUT: Integrated Sensing and Communications to Uncover Moving Targets in NextG Networks.

[BibT_eX]

[DOI]

Proceedings of the IEEE Military Communications Conference, 2024

Continual Deep Reinforcement Learning to Prevent Catastrophic Forgetting in Jamming Mitigation.

[BibT_eX]

[DOI]

Proceedings of the IEEE Military Communications Conference, 2024

Joint Sensing and Task-Oriented Communications with Image and Wireless Data Modalities for Dynamic Spectrum Access.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Symposium on Dynamic Spectrum Access Networks, 2024

2023

Is Semantic Communication Secure? A Tale of Multi-Domain Adversarial Attacks.

[BibT_eX]

[DOI]

IEEE Commun. Mag., November, 2023

Deep Reinforcement Learning for NextG Radio Access Network Slicing With Spectrum Coexistence.

[BibT_eX]

[DOI]

IEEE Netw. Lett., September, 2023

Multi-Receiver Task-Oriented Communications via Multi-Task Deep Learning.

[BibT_eX]

[DOI]

CoRR, 2023

Securing NextG Systems against Poisoning Attacks on Federated Learning: A Game-Theoretic Solution.

[BibT_eX]

[DOI]

Proceedings of the IEEE Military Communications Conference, 2023

Adversarial Attacks on LoRa Device Identification and Rogue Signal Detection with Deep Learning.

[BibT_eX]

[DOI]

Proceedings of the IEEE Military Communications Conference, 2023

Jamming Attacks on Decentralized Federated Learning in General Multi-Hop Wireless Networks.

[BibT_eX]

[DOI]

Proceedings of the IEEE INFOCOM 2023, 2023

Multi-Hop User Equipment (UE) to UE Relays for MANET/Mesh Leveraging 5G NR Sidelink.

[BibT_eX]

[DOI]

Proceedings of the IEEE/ACM Symposium on Edge Computing, 2023

Vulnerabilities of Deep Learning-Driven Semantic Communications to Backdoor (Trojan) Attacks.

[BibT_eX]

[DOI]

Proceedings of the 57th Annual Conference on Information Sciences and Systems, 2023

2022

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

[BibT_eX]

[DOI]

IEEE Trans. Wirel. Commun., 2022

Learning-Based UAV Path Planning for Data Collection With Integrated Collision Avoidance.

[BibT_eX]

[DOI]

IEEE Internet Things J., 2022

Adversarial Machine Learning for NextG Covert Communications Using Multiple Antennas.

[BibT_eX]

[DOI]

Entropy, 2022

Is Semantic Communications Secure? A Tale of Multi-Domain Adversarial Attacks.

[BibT_eX]

[DOI]

CoRR, 2022

Federated Learning for Distributed Spectrum Sensing in NextG Communication Networks.

[BibT_eX]

[DOI]

CoRR, 2022

End-to-End Autoencoder Communications with Optimized Interference Suppression.

[BibT_eX]

[DOI]

Kemal Davaslioglu

CoRR, 2022

Deep Learning for Spectrum Awareness and Covert Communications via Unintended RF Emanations.

[BibT_eX]

[DOI]

Proceedings of the WiseML@WiSec 2022: Proceedings of the 2022 ACM Workshop on Wireless Security and Machine Learning, 2022

Covert Communications via Adversarial Machine Learning and Reconfigurable Intelligent Surfaces.

[BibT_eX]

[DOI]

Proceedings of the IEEE Wireless Communications and Networking Conference, 2022

Autoencoder Communications with Optimized Interference Suppression for NextG RAN.

[BibT_eX]

[DOI]

Kemal Davaslioglu

Proceedings of the 2022 IEEE Future Networks World Forum, 2022

Jamming Attacks on NextG Radio Access Network Slicing with Reinforcement Learning.

[BibT_eX]

[DOI]

Proceedings of the 2022 IEEE Future Networks World Forum, 2022

2021

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

[BibT_eX]

[DOI]

IEEE Trans. Mob. Comput., 2021

DeepWiFi: Cognitive WiFi with Deep Learning.

[BibT_eX]

[DOI]

IEEE Trans. Mob. Comput., 2021

How to Attack and Defend 5G Radio Access Network Slicing with Reinforcement Learning.

[BibT_eX]

[DOI]

CoRR, 2021

Adversarial Machine Learning for 5G Communications Security.

[BibT_eX]

[DOI]

CoRR, 2021

Adversarial Attacks on Deep Learning Based mmWave Beam Prediction in 5G And Beyond.

[BibT_eX]

[DOI]

Proceedings of the IEEE Statistical Signal Processing Workshop, 2021

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

[BibT_eX]

[DOI]

Proceedings of the 2021 IEEE Military Communications Conference, 2021

Jamming-Resilient Path Planning for Multiple UAVs via Deep Reinforcement Learning.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Conference on Communications Workshops, 2021

Channel Effects on Surrogate Models of Adversarial Attacks against Wireless Signal Classifiers.

[BibT_eX]

[DOI]

Proceedings of the ICC 2021, 2021

Robust Improvement of the Age of Information by Adaptive Packet Coding.

[BibT_eX]

[DOI]

Proceedings of the ICC 2021, 2021

Collision-Aware UAV Trajectories for Data Collection via Reinforcement Learning.

[BibT_eX]

[DOI]

Proceedings of the IEEE Global Communications Conference, 2021

Adversarial Attacks against Deep Learning Based Power Control in Wireless Communications.

[BibT_eX]

[DOI]

Proceedings of the IEEE Globecom 2021 Workshops, Madrid, Spain, December 7-11, 2021, 2021

Autoencoder-based Communications with Reconfigurable Intelligent Surfaces.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Symposium on Dynamic Spectrum Access Networks, 2021

2020

Deep Learning for Wireless Communications.

[BibT_eX]

[DOI]

Proceedings of the Development and Analysis of Deep Learning Architectures, 2020

Deep Learning for Wireless Communications.

[BibT_eX]

[DOI]

CoRR, 2020

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

[BibT_eX]

[DOI]

CoRR, 2020

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

[BibT_eX]

[DOI]

Proceedings of the IEEE Globecom Workshops, 2020

Over-the-Air Adversarial Attacks on Deep Learning Based Modulation Classifier over Wireless Channels.

[BibT_eX]

[DOI]

Proceedings of the 54th Annual Conference on Information Sciences and Systems, 2020

Reinforcement Learning for Dynamic Resource Optimization in 5G Radio Access Network Slicing.

[BibT_eX]

[DOI]

Proceedings of the 25th IEEE International Workshop on Computer Aided Modeling and Design of Communication Links and Networks, 2020

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

[BibT_eX]

[DOI]

Proceedings of the 54th Asilomar Conference on Signals, Systems, and Computers, 2020

2019

Multi-layer Optimization Aspects of Deep Learning and MIMO-based Communication Systems.

[BibT_eX]

[DOI]

PhD thesis, 2019

Deep Learning for Launching and Mitigating Wireless Jamming Attacks.

[BibT_eX]

[DOI]

IEEE Trans. Cogn. Commun. Netw., 2019

Network control and rate optimization for multiuser MIMO communications.

[BibT_eX]

[DOI]

Satya Prakash Ponnaluri

Ad Hoc Networks, 2019

IoT Network Security from the Perspective of Adversarial Deep Learning.

[BibT_eX]

[DOI]

Proceedings of the 16th Annual IEEE International Conference on Sensing, 2019

Real-Time and Embedded Deep Learning on FPGA for RF Signal Classification.

[BibT_eX]

[DOI]

Proceedings of the 2019 IEEE Military Communications Conference, 2019

QoS and Jamming-Aware Wireless Networking Using Deep Reinforcement Learning.

[BibT_eX]

[DOI]

Proceedings of the 2019 IEEE Military Communications Conference, 2019

Interference Regime Enforcing Rate Maximization for Non-Orthogonal Multiple Access (NOMA).

[BibT_eX]

[DOI]

Sennur Ulukus

Proceedings of the International Conference on Computing, Networking and Communications, 2019

Real-Time Experimentation of Deep Learning-based RF Signal Classifier on FPGA.

[BibT_eX]

[DOI]

Proceedings of the 2019 IEEE International Symposium on Dynamic Spectrum Access Networks, 2019

2018

Rate Optimization with Distributed Network Coordination of Multiuser MIMO Communications.

[BibT_eX]

[DOI]

Satya Prakash Ponnaluri

Proceedings of the 88th IEEE Vehicular Technology Conference, 2018

Routing, Network Coding and TCP Support for Wideband HF Communications.

[BibT_eX]

[DOI]

Proceedings of the 2018 IEEE Military Communications Conference, 2018

Spectrum Data Poisoning with Adversarial Deep Learning.

[BibT_eX]

[DOI]

Proceedings of the 2018 IEEE Military Communications Conference, 2018

Learning a Physical Layer Scheme for the MIMO Interference Channel.

[BibT_eX]

[DOI]

Proceedings of the 2018 IEEE International Conference on Communications, 2018

Adversarial Deep Learning for Cognitive Radio Security: Jamming Attack and Defense Strategies.

[BibT_eX]

[DOI]

Proceedings of the 2018 IEEE International Conference on Communications Workshops, 2018

2017

Deep Learning Based MIMO Communications.

[BibT_eX]

[DOI]

CoRR, 2017

A Unified Solution to Cognitive Radio Programming, Test and Evaluation for Tactical Communications.

[BibT_eX]

[DOI]

IEEE Commun. Mag., 2017

Multilayer MANET routing with social-cognitive learning.

[BibT_eX]

[DOI]

Boleslaw K. Szymanski

Guohong Cao

Proceedings of the 2017 IEEE Military Communications Conference, 2017

Spectral detection and localization of radio events with learned convolutional neural features.

[BibT_eX]

[DOI]

Tamoghna Roy

Proceedings of the 25th European Signal Processing Conference, 2017

Physical layer deep learning of encodings for the MIMO fading channel.

[BibT_eX]

[DOI]

Proceedings of the 55th Annual Allerton Conference on Communication, 2017

2016

Application-aware resource block and power allocation for LTE.

[BibT_eX]

[DOI]

Ahmed Abdel-Hadi

Proceedings of the Annual IEEE Systems Conference, 2016

A practical wireless reciprocity-aware key establishment protocol.

[BibT_eX]

[DOI]

Satya Prakash Ponnaluri

Proceedings of the 2016 IEEE Military Communications Conference, 2016

2015

An optimal application-aware resource block scheduling in LTE.

[BibT_eX]

[DOI]

Ahmed Abdel-Hadi

Proceedings of the International Conference on Computing, Networking and Communications, 2015

2012

LTE signal classification and center frequency detection without Priori information.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Symposium on Dynamic Spectrum Access Networks, 2012

2011

Dynamic spectrum access operational parameters with wireless microphones.

[BibT_eX]

[DOI]