Tugba Erpek

Publication Activity (10 Years)

Years Active: 2011-2024
Publications (10 Years): 84

Top Topics

Power Allocation

Collision Avoidance

Top Venues

Publications

Yalin E. Sagduyu, Tugba Erpek, Aylin Yener, Sennur Ulukus
Will 6G be Semantic Communications? Opportunities and Challenges from Task Oriented and Secure Communications to Integrated Sensing. CoRR (2024)
Yi Shi, Yalin E. Sagduyu, Tugba Erpek
Jamming Attacks on Decentralized Federated Learning in General Multi-Hop Wireless Networks. CoRR (2023)
Yalin E. Sagduyu, Tugba Erpek, Aylin Yener, Sennur Ulukus
Joint Sensing and Semantic Communications with Multi-Task Deep Learning. CoRR (2023)
DJ Shyy, Cuong Luu, David Gabay, John D. Xu, David Bate, Lingjia Liu, Tugba Erpek
Multi-Hop User Equipment (UE) to UE Relays for MANET/Mesh Leveraging 5G NR Sidelink. sec (2023)
Yalin E. Sagduyu, Tugba Erpek
Adversarial Attacks on LoRa Device Identification and Rogue Signal Detection with Deep Learning. CoRR (2023)
Yi Shi, Yalin E. Sagduyu, Tugba Erpek
Jamming Attacks on Decentralized Federated Learning in General Multi-Hop Wireless Networks. INFOCOM Workshops (2023)
Yalin E. Sagduyu, Tugba Erpek, Aylin Yener, Sennur Ulukus
Multi-Receiver Task-Oriented Communications via Multi-Task Deep Learning. CoRR (2023)
Yalin E. Sagduyu, Tugba Erpek, Aylin Yener, Sennur Ulukus
Joint Sensing and Task-Oriented Communications with Image and Wireless Data Modalities for Dynamic Spectrum Access. CoRR (2023)
Yalin E. Sagduyu, Tugba Erpek, Sennur Ulukus, Aylin Yener
Is Semantic Communication Secure? A Tale of Multi-Domain Adversarial Attacks. IEEE Commun. Mag. 61 (11) (2023)
Yalin E. Sagduyu, Tugba Erpek, Sennur Ulukus, Aylin Yener
Vulnerabilities of Deep Learning-Driven Semantic Communications to Backdoor (Trojan) Attacks. CISS (2023)
Yalin E. Sagduyu, Tugba Erpek
Adversarial Attacks on LoRa Device Identification and Rogue Signal Detection with Deep Learning. MILCOM (2023)
Yalin E. Sagduyu, Tugba Erpek, Yi Shi
Securing NextG Systems against Poisoning Attacks on Federated Learning: A Game-Theoretic Solution. MILCOM (2023)
Yalin E. Sagduyu, Tugba Erpek, Yi Shi
Securing NextG Systems against Poisoning Attacks on Federated Learning: A Game-Theoretic Solution. CoRR (2023)
Yi Shi, Maice Costa, Tugba Erpek, Yalin E. Sagduyu
Deep Reinforcement Learning for NextG Radio Access Network Slicing With Spectrum Coexistence. IEEE Netw. Lett. 5 (3) (2023)
Kemal Davaslioglu, Tugba Erpek, Yalin E. Sagduyu
End-to-End Autoencoder Communications with Optimized Interference Suppression. CoRR (2022)
Yi Shi, Yalin E. Sagduyu, Tugba Erpek, Mustafa Cenk Gursoy
Jamming Attacks on NextG Radio Access Network Slicing with Reinforcement Learning. FNWF (2022)
Yalin E. Sagduyu, Tugba Erpek, Sennur Ulukus, Aylin Yener
Is Semantic Communications Secure? A Tale of Multi-Domain Adversarial Attacks. CoRR (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)
Yalin E. Sagduyu, Tugba Erpek, Sennur Ulukus, Aylin Yener
Vulnerabilities of Deep Learning-Driven Semantic Communications to Backdoor (Trojan) Attacks. CoRR (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)
Brian Kim, Tugba Erpek, Yalin E. Sagduyu, Sennur Ulukus
Covert Communications via Adversarial Machine Learning and Reconfigurable Intelligent Surfaces. WCNC (2022)
Yi Shi, Yalin E. Sagduyu, Tugba Erpek
Federated Learning for Distributed Spectrum Sensing in NextG Communication Networks. CoRR (2022)
Xueyuan Wang, Mustafa Cenk Gursoy, Tugba Erpek, Yalin E. Sagduyu
Learning-Based UAV Path Planning for Data Collection With Integrated Collision Avoidance. IEEE Internet Things J. 9 (17) (2022)
Michael Hegarty, Yalin E. Sagduyu, Tugba Erpek, Yi Shi
Deep Learning for Spectrum Awareness and Covert Communications via Unintended RF Emanations. WiseML@WiSec (2022)
Yalin E. Sagduyu, Tugba Erpek, Yi Shi
Adversarial Machine Learning for 5G Communications Security. CoRR (2021)
Brian Kim, Tugba Erpek, Yalin E. Sagduyu, Sennur Ulukus
Covert Communications via Adversarial Machine Learning and Reconfigurable Intelligent Surfaces. CoRR (2021)
Xueyuan Wang, Mustafa Cenk Gursoy, Tugba Erpek, Yalin E. Sagduyu
Collision-Aware UAV Trajectories for Data Collection via Reinforcement Learning. GLOBECOM (2021)
Maice Costa, Yalin E. Sagduyu, Tugba Erpek, Muriel Médard
Robust Improvement of the Age of Information by Adaptive Packet Coding. ICC (2021)
Brian Kim, Yalin E. Sagduyu, Tugba Erpek, Sennur Ulukus
Adversarial Attacks on Deep Learning Based mmWave Beam Prediction in 5G and Beyond. CoRR (2021)
Xueyuan Wang, Mustafa Cenk Gursoy, Tugba Erpek, Yalin E. Sagduyu
Jamming-Resilient Path Planning for Multiple UAVs via Deep Reinforcement Learning. CoRR (2021)
Xueyuan Wang, Mustafa Cenk Gursoy, Tugba Erpek, Yalin E. Sagduyu
Jamming-Resilient Path Planning for Multiple UAVs via Deep Reinforcement Learning. ICC Workshops (2021)
Yi Shi, Yalin E. Sagduyu, Tugba Erpek, Mustafa Cenk Gursoy
How to Attack and Defend 5G Radio Access Network Slicing with Reinforcement Learning. CoRR (2021)
Kemal Davaslioglu, Sohraab Soltani, Tugba Erpek, Yalin E. Sagduyu
DeepWiFi: Cognitive WiFi with Deep Learning. IEEE Trans. Mob. Comput. 20 (2) (2021)
Tugba Erpek, Yalin E. Sagduyu, Ahmed Alkhateeb, Aylin Yener
Autoencoder-based Communications with Reconfigurable Intelligent Surfaces. CoRR (2021)
Tarun S. Cousik, Vijay K. Shah, Jeffrey H. Reed, Tugba Erpek, Yalin E. Sagduyu
Fast Initial Access with Deep Learning for Beam Prediction in 5G mmWave Networks. MILCOM (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)
Tarun S. Cousik, Vijay K. Shah, Tugba Erpek, Yalin E. Sagduyu, Jeffrey H. Reed
Deep Learning for Fast and Reliable Initial Access in AI-Driven 6G mmWave Networks. CoRR (2021)
Tugba Erpek, Yalin E. Sagduyu, Ahmed Alkhateeb, Aylin Yener
Autoencoder-based Communications with Reconfigurable Intelligent Surfaces. DySPAN (2021)
Brian Kim, Yi Shi, Yalin E. Sagduyu, Tugba Erpek, Sennur Ulukus
Adversarial Attacks against Deep Learning Based Power Control in Wireless Communications. CoRR (2021)
Brian Kim, Yalin E. Sagduyu, Tugba Erpek, Sennur Ulukus
Adversarial Attacks on Deep Learning Based mmWave Beam Prediction in 5G And Beyond. SSP (2021)
Brian Kim, Yi Shi, Yalin E. Sagduyu, Tugba Erpek, Sennur Ulukus
Adversarial Attacks against Deep Learning Based Power Control in Wireless Communications. GLOBECOM (Workshops) (2021)
Yalin E. Sagduyu, Yi Shi, Tugba Erpek
Adversarial Deep Learning for Over-the-Air Spectrum Poisoning Attacks. IEEE Trans. Mob. Comput. 20 (2) (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)
Maice Costa, Yalin E. Sagduyu, Tugba Erpek, Muriel Médard
Robust Improvement of the Age of Information by Adaptive Packet Coding. CoRR (2020)
Tarun S. Cousik, Vijay K. Shah, Jeffrey H. Reed, Tugba Erpek, Yalin E. Sagduyu
Fast Initial Access with Deep Learning for Beam Prediction in 5G mmWave Networks. 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)
Yalin E. Sagduyu, Yi Shi, Tugba Erpek, William C. Headley, Bryse Flowers, George Stantchev, Zhuo Lu
When Wireless Security Meets Machine Learning: Motivation, Challenges, and Research Directions. CoRR (2020)
Yi Shi, Yalin E. Sagduyu, Tugba Erpek
Reinforcement Learning for Dynamic Resource Optimization in 5G Radio Access Network Slicing. CAMAD (2020)
Tugba Erpek, Timothy J. O'Shea, Yalin E. Sagduyu, Yi Shi, T. Charles Clancy
Deep Learning for Wireless Communications. CoRR (2020)
Yi Shi, Yalin E. Sagduyu, Tugba Erpek
Reinforcement Learning for Dynamic Resource Optimization in 5G Radio Access Network Slicing. 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)
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)
Tugba Erpek, Sennur Ulukus, Yalin E. Sagduyu
Interference Regime Enforcing Rate Maximization for Non-Orthogonal Multiple Access (NOMA). CoRR (2019)
Yalin E. Sagduyu, Yi Shi, Tugba Erpek
IoT Network Security from the Perspective of Adversarial Deep Learning. SECON (2019)
Tugba Erpek, Yalin E. Sagduyu, Yi Shi, Satya Prakash Ponnaluri
Network control and rate optimization for multiuser MIMO communications. Ad Hoc Networks 85 (2019)
Tugba Erpek, Yalin E. Sagduyu, Yi Shi
Deep Learning for Launching and Mitigating Wireless Jamming Attacks. IEEE Trans. Cogn. Commun. Netw. 5 (1) (2019)
Yi Shi, Tugba Erpek, Yalin E. Sagduyu, Jason H. Li
Spectrum Data Poisoning with Adversarial Deep Learning. CoRR (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)
Yalin E. Sagduyu, Yi Shi, Tugba Erpek
IoT Network Security from the Perspective of Adversarial Deep Learning. CoRR (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)
Yalin E. Sagduyu, Yi Shi, Tugba Erpek
Adversarial Deep Learning for Over-the-Air Spectrum Poisoning Attacks. CoRR (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)
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)
Tugba Erpek, Sennur Ulukus, Yalin E. Sagduyu
Interference Regime Enforcing Rate Maximization for Non-Orthogonal Multiple Access (NOMA). ICNC (2019)
Tugba Erpek, Yalin E. Sagduyu, Yi Shi
Deep Learning for Launching and Mitigating Wireless Jamming Attacks. CoRR (2018)
Tugba Erpek, Timothy J. O'Shea, T. Charles Clancy
Learning a Physical Layer Scheme for the MIMO Interference Channel. ICC (2018)
Yi Shi, Tugba Erpek, Yalin E. Sagduyu, Jason H. Li
Spectrum Data Poisoning with Adversarial Deep Learning. MILCOM (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)
Tugba Erpek, Yalin E. Sagduyu, Yi Shi, Satya Prakash Ponnaluri
Rate Optimization with Distributed Network Coordination of Multiuser MIMO Communications. VTC Fall (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)
Yalin E. Sagduyu, Yi Shi, Tugba Erpek, Sohraab Soltani, Sharon J. Mackey, Derya H. Cansever, Mitesh P. Patel, Bart F. Panettieri, Boleslaw K. Szymanski, Guohong Cao
Multilayer MANET routing with social-cognitive learning. MILCOM (2017)
Yalin E. Sagduyu, Sohraab Soltani, Tugba Erpek, Yi Shi, Jason H. Li
A Unified Solution to Cognitive Radio Programming, Test and Evaluation for Tactical Communications. IEEE Commun. Mag. 55 (10) (2017)
Timothy J. O'Shea, Tamoghna Roy, Tugba Erpek
Spectral detection and localization of radio events with learned convolutional neural features. EUSIPCO (2017)
Timothy J. O'Shea, Tugba Erpek, T. Charles Clancy
Deep Learning Based MIMO Communications. CoRR (2017)
Timothy J. O'Shea, Tugba Erpek, T. Charles Clancy
Physical layer deep learning of encodings for the MIMO fading channel. Allerton (2017)
Satya Prakash Ponnaluri, Babak Azimi-Sadjadi, Yik-Kiong Hue, Tugba Erpek, Arash Komaee, Wade Trappe
A practical wireless reciprocity-aware key establishment protocol. MILCOM (2016)
Tugba Erpek, Ahmed Abdel-Hadi, T. Charles Clancy
Application-aware resource block and power allocation for LTE. SysCon (2016)
Tugba Erpek, Ahmed Abdel-Hadi, T. Charles Clancy
An optimal application-aware resource block scheduling in LTE. ICNC (2015)
Tugba Erpek, Ahmed Abdel-Hadi, T. Charles Clancy
Application-Aware Resource Block and Power Allocation for LTE. CoRR (2015)
Tugba Erpek, Ahmed Abdel-Hadi, T. Charles Clancy
An Optimal Application-Aware Resource Block Scheduling in LTE. CoRR (2014)
Tugba Erpek, Karl Steadman, Ram Krishnan, Qiao Chen
LTE signal classification and center frequency detection without Priori information. DySPAN (2012)
Tugba Erpek, Mark A. McHenry, Andrew Stirling
Dynamic spectrum access operational parameters with wireless microphones. IEEE Commun. Mag. 49 (3) (2011)