Yalin E. Sagduyu

ORCID

Publication Activity (10 Years)

Years Active: 2011-2024
Publications (10 Years): 150

Top Venues

CoRR

MILCOM

IEEE Trans. Mob. Comput.

WiseML@WiSec

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, Sennur Ulukus, Aylin Yener
Age of Information in Deep Learning-Driven Task-Oriented Communications. INFOCOM Workshops (2023)
Yalin E. Sagduyu, Tugba Erpek, Aylin Yener, Sennur Ulukus
Joint Sensing and Semantic Communications with Multi-Task Deep Learning. CoRR (2023)
Yalin E. Sagduyu, Sennur Ulukus, Aylin Yener
Age of Information in Deep Learning-Driven Task-Oriented Communications. CoRR (2023)
Yi Shi, Yalin E. Sagduyu
Membership Inference Attack and Defense for Wireless Signal Classifiers With Deep Learning. IEEE Trans. Mob. Comput. 22 (7) (2023)
Yalin E. Sagduyu, Sennur Ulukus, Aylin Yener
Task-Oriented Communications for NextG: End-to-end Deep Learning and AI Security Aspects. IEEE Wirel. Commun. 30 (3) (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)
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)
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)
Damilola Adesina, Chung-Chu Hsieh, Yalin E. Sagduyu, Lijun Qian
Adversarial Machine Learning in Wireless Communications Using RF Data: A Review. IEEE Commun. Surv. Tutorials 25 (1) (2023)
Zhengping Jay Luo, Will A. Pitera, Shangqing Zhao, Zhuo Lu, Yalin E. Sagduyu
How Can the Adversary Effectively Identify Cellular IoT Devices Using LSTM Networks? WiseML@WiSec (2023)
Yalin E. Sagduyu, Tugba Erpek, Yi Shi
Securing NextG Systems against Poisoning Attacks on Federated Learning: A Game-Theoretic Solution. MILCOM (2023)
Maice Costa, Yalin E. Sagduyu
Timely and covert communications under deep learning-based eavesdropping and jamming effects. J. Commun. Networks 25 (5) (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)
Ender Ayanoglu, Kemal Davaslioglu, Yalin E. Sagduyu
Machine Learning in NextG Networks via Generative Adversarial Networks. IEEE Trans. Cogn. Commun. Netw. 8 (2) (2022)
Yalin E. Sagduyu, Sennur Ulukus, Aylin Yener
Task-Oriented Communications for NextG: End-to-End Deep Learning and AI Security Aspects. CoRR (2022)
Yi Shi, Yalin E. Sagduyu
Sensing-Throughput Tradeoffs with Generative Adversarial Networks for NextG Spectrum Sharing. CoRR (2022)
Kemal Davaslioglu, Tugba Erpek, Yalin E. Sagduyu
End-to-End Autoencoder Communications with Optimized Interference Suppression. CoRR (2022)
Yi Shi, Yalin E. Sagduyu
Jamming Attacks on Federated Learning in Wireless Networks. CoRR (2022)
Tao Hou, Tao Wang, Zhuo Lu, Yao Liu, Yalin E. Sagduyu
IoTGAN: GAN Powered Camouflage Against Machine Learning Based IoT Device Identification. 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)
Feng Wang, Mustafa Cenk Gursoy, Senem Velipasalar, Yalin E. Sagduyu
Robust Deep Reinforcement Learning Based Network Slicing under Adversarial Jamming Attacks. PIMRC (2022)
Yi Shi, Yalin E. Sagduyu, Tugba Erpek, Mustafa Cenk Gursoy
Jamming Attacks on NextG Radio Access Network Slicing with Reinforcement Learning. FNWF (2022)
Zhengping Luo, Shangqing Zhao, Zhuo Lu, Jie Xu, Yalin E. Sagduyu
When Attackers Meet AI: Learning-Empowered Attacks in Cooperative Spectrum Sensing. IEEE Trans. Mob. Comput. 21 (5) (2022)
Yalin E. Sagduyu, Tugba Erpek, Sennur Ulukus, Aylin Yener
Is Semantic Communications Secure? A Tale of Multi-Domain Adversarial Attacks. CoRR (2022)
Yalin E. Sagduyu
Free-Rider Games for Federated Learning with Selfish Clients in NextG Wireless Networks. 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)
Ender Ayanoglu, Kemal Davaslioglu, Yalin E. Sagduyu
Machine Learning in NextG Networks via Generative Adversarial Networks. CoRR (2022)
Brian Kim, Tugba Erpek, Yalin E. Sagduyu, Sennur Ulukus
Covert Communications via Adversarial Machine Learning and Reconfigurable Intelligent Surfaces. WCNC (2022)
Tao Hou, Shengping Bi, Tao Wang, Zhuo Lu, Yao Liu, Satyajayant Misra, Yalin E. Sagduyu
MUSTER: Subverting User Selection in MU-MIMO Networks. INFOCOM (2022)
Yi Shi, Yalin E. Sagduyu, Tugba Erpek
Federated Learning for Distributed Spectrum Sensing in NextG Communication Networks. CoRR (2022)
Yalin E. Sagduyu
Adversarial Machine Learning and Defense Game for NextG Signal Classification with Deep Learning. MILCOM (2022)
Yalin E. Sagduyu
Adversarial Machine Learning and Defense Game for NextG Signal Classification with Deep Learning. CoRR (2022)
Yalin E. Sagduyu
Free-Rider Games for Federated Learning with Selfish Clients in NextG Wireless Networks. CNS (2022)
Yi Shi, Yalin E. Sagduyu
How to Launch Jamming Attacks on Federated Learning in NextG Wireless Networks. GLOBECOM (Workshops) (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)
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)
Yi Shi, Yalin E. Sagduyu
Sensing-Throughput Tradeoffs with Generative Adversarial Networks for NextG Spectrum Sharing. MILCOM (2022)
Tao Hou, Tao Wang, Zhuo Lu, Yao Liu, Yalin E. Sagduyu
Undermining Deep Learning Based Channel Estimation via Adversarial Wireless Signal Fabrication. 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)
Yi Shi, Yalin E. Sagduyu
Adversarial Machine Learning for Flooding Attacks on 5G Radio Access Network Slicing. ICC Workshops (2021)
Xueyuan Wang, Mustafa Cenk Gursoy, Tugba Erpek, Yalin E. Sagduyu
Collision-Aware UAV Trajectories for Data Collection via Reinforcement Learning. GLOBECOM (2021)
Yi Shi, Yalin E. Sagduyu
Adversarial Machine Learning for Flooding Attacks on 5G Radio Access Network Slicing. CoRR (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, 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)
Zhengping Luo, Shangqing Zhao, Rui Duan, Zhuo Lu, Yalin E. Sagduyu, Jie Xu
Low-cost Influence-Limiting Defense against Adversarial Machine Learning Attacks in Cooperative Spectrum Sensing. WiseML@WiSec (2021)
Nof Abuzainab, Muhammad Alrabeiah, Ahmed Alkhateeb, Yalin E. Sagduyu
Deep Learning for THz Drones with Flying Intelligent Surfaces: Beam and Handoff Prediction. CoRR (2021)
Nof Abuzainab, Muhammad Alrabeiah, Ahmed Alkhateeb, Yalin E. Sagduyu
Deep Learning for THz Drones with Flying Intelligent Surfaces: Beam and Handoff Prediction. 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)
Yi Shi, Yalin E. Sagduyu
Membership Inference Attack and Defense for Wireless Signal Classifiers with Deep Learning. 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)
Tao Hou, Tao Wang, Zhuo Lu, Yao Liu, Yalin E. Sagduyu
IoTGAN: GAN Powered Camouflage Against Machine Learning Based IoT Device Identification. DySPAN (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)
Yi Shi, Kemal Davaslioglu, Yalin E. Sagduyu
Generative Adversarial Network in the Air: Deep Adversarial Learning for Wireless Signal Spoofing. 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)
Zhengping Luo, Shangqing Zhao, Zhuo Lu, Yalin E. Sagduyu, Jie Xu
Adversarial Machine Learning based Partial-model Attack in IoT. 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)
Zhengping Luo, Shangqing Zhao, Zhuo Lu, Yalin E. Sagduyu, Jie Xu
Adversarial machine learning based partial-model attack in IoT. WiseML@WiSec (2020)
Yi Shi, Yalin E. Sagduyu
Coherent Communications in Self-Organizing Networks With Distributed Beamforming. IEEE Trans. Veh. Technol. 69 (1) (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, Kemal Davaslioglu, Yalin E. Sagduyu
Over-the-Air Membership Inference Attacks as Privacy Threats for Deep Learning-based Wireless Signal Classifiers. 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)
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)
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)

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Publication Activity (10 Years)

Top Topics

Top Venues

Yalin E. Sagduyu