Yalin E. Sagduyu

195 papers A* 2B 5Misc 6Journal 108Unranked 68

Year	Rank	Type	Title / Venue / Authors
2026	—	`conf`	Coordinated Anti-Jamming Resilience in Swarm Networks via Multi-Agent Reinforcement Learning. CCNC Bahman Abolhassani, Tugba Erpek, Kemal Davaslioglu, Yalin E. Sagduyu, Sastry Kompella
2026	—	`conf`	How to Discover Knowledge for FutureG: Contextual RAG and LLM Prompting for O-RAN. CCNC Nathan Conger, Nathan Scollar, Kemal Davaslioglu, Yalin E. Sagduyu, Sastry Kompella
2026	J	`jnl`	How to Discover Knowledge for FutureG: Contextual RAG and LLM Prompting for O-RAN. CoRR Nathan Conger, Nathan Scollar, Kemal Davaslioglu, Yalin E. Sagduyu, Sastry Kompella
2025	J	`jnl`	Adversarial Attack and Defense for LoRa Device Identification and Authentication via Deep Learning. IEEE Internet Things J. Yalin E. Sagduyu, Tugba Erpek
2025	J	`jnl`	Coordinated Anti-Jamming Resilience in Swarm Networks via Multi-Agent Reinforcement Learning. CoRR Bahman Abolhassani, Tugba Erpek, Kemal Davaslioglu, Yalin E. Sagduyu, Sastry Kompella
2025	J	`jnl`	Distributed Federated Learning for Vehicular Network Security: Anomaly Detection Benefits and Multi-Domain Attack Threats. CoRR Utku Demir, Yalin E. Sagduyu, Tugba Erpek, Hossein Jafari, Sastry Kompella, Mengran Xue
2025	—	`conf`	How to Combat Reactive and Dynamic Jamming Attacks with Reinforcement Learning. MILCOM Yalin E. Sagduyu, Tugba Erpek, Kemal Davaslioglu, Sastry Kompella
2025	J	`jnl`	How to Combat Reactive and Dynamic Jamming Attacks with Reinforcement Learning. CoRR Yalin E. Sagduyu, Tugba Erpek, Kemal Davaslioglu, Sastry Kompella
2025	—	`conf`	MULTI-SCOUT: Multistatic Integrated Sensing and Communications in 5G and Beyond for Moving Target Detection, Positioning, and Tracking. MILCOM Yalin E. Sagduyu, Kemal Davaslioglu, Tugba Erpek, Sastry Kompella, Gustave Anderson, Jonathan Ashdown
2025	J	`jnl`	MULTI-SCOUT: Multistatic Integrated Sensing and Communications in 5G and Beyond for Moving Target Detection, Positioning, and Tracking. CoRR Yalin E. Sagduyu, Kemal Davaslioglu, Tugba Erpek, Sastry Kompella, Gustave Anderson, Jonathan Ashdown
2025	J	`jnl`	Privacy-Preserving Semantic Communications via Multi-Task Learning and Adversarial Perturbations. CoRR Yalin E. Sagduyu, Tugba Erpek, Aylin Yener, Sennur Ulukus
2025	Misc	`conf`	Relay Selection and User Equipment Admission in Resource-Efficient NextG Sidelink Communications. CISS Yalin E. Sagduyu, Tugba Erpek, Sastry Kompella, Kemal Davaslioglu
2025	J	`jnl`	Relay Selection and User Equipment Admission in Resource-Efficient NextG Sidelink Communications. CoRR Yalin E. Sagduyu, Tugba Erpek, Sastry Kompella, Kemal Davaslioglu
2025	—	`conf`	Targeted Attacks and Defenses for Distributed Federated Learning in Vehicular Networks. MILCOM Utku Demir, Tugba Erpek, Yalin E. Sagduyu, Sastry Kompella, Mengran Xue
2025	J	`jnl`	Targeted Attacks and Defenses for Distributed Federated Learning in Vehicular Networks. CoRR Utku Demir, Tugba Erpek, Yalin E. Sagduyu, Sastry Kompella, Mengran Xue
2024	J	`jnl`	Adversarial Attack and Defense for LoRa Device Identification and Authentication via Deep Learning. CoRR Yalin E. Sagduyu, Tugba Erpek
2024	—	`conf`	Augmenting Training Data with Vector-Quantized Variational Autoencoder for Classifying RF Signals. MILCOM Srihari Kamesh Kompella, Kemal Davaslioglu, Yalin E. Sagduyu, Sastry Kompella
2024	J	`jnl`	Augmenting Training Data with Vector-Quantized Variational Autoencoder for Classifying RF Signals. CoRR Srihari K. Kompella, Kemal Davaslioglu, Yalin E. Sagduyu, Sastry Kompella
2024	—	`conf`	Continual Deep Reinforcement Learning to Prevent Catastrophic Forgetting in Jamming Mitigation. MILCOM Kemal Davaslioglu, Sastry Kompella, Tugba Erpek, Yalin E. Sagduyu
2024	J	`jnl`	Continual Deep Reinforcement Learning to Prevent Catastrophic Forgetting in Jamming Mitigation. CoRR Kemal Davaslioglu, Sastry Kompella, Tugba Erpek, Yalin E. Sagduyu
2024	J	`jnl`	Deep Learning for Fast and Reliable Initial Access in AI-Driven 6G mmWave Networks. IEEE Trans. Netw. Sci. Eng. Tarun S. Cousik, Vijay K. Shah, Tugba Erpek, Yalin E. Sagduyu, Jeffrey H. Reed
2024	—	`conf`	I-SCOUT: Integrated Sensing and Communications to Uncover Moving Targets in NextG Networks. MILCOM Utku Demir, Kemal Davaslioglu, Yalin E. Sagduyu, Tugba Erpek, Gustave Anderson, Sastry Kompella
2024	J	`jnl`	Joint Sensing and Semantic Communications with Multi-Task Deep Learning. IEEE Commun. Mag. Yalin E. Sagduyu, Tugba Erpek, Aylin Yener, Sennur Ulukus
2024	—	`conf`	Joint Sensing and Task-Oriented Communications with Image and Wireless Data Modalities for Dynamic Spectrum Access. DySPAN Yalin E. Sagduyu, Tugba Erpek, Aylin Yener, Sennur Ulukus
2024	A*	`conf`	Low-Latency Task-Oriented Communications with Multi-Round, Multi-Task Deep Learning. MobiCom Yalin E. Sagduyu, Tugba Erpek, Aylin Yener, Sennur Ulukus
2024	J	`jnl`	Low-Latency Task-Oriented Communications with Multi-Round, Multi-Task Deep Learning. CoRR Yalin E. Sagduyu, Tugba Erpek, Aylin Yener, Sennur Ulukus
2024	—	`ed.`	Proceedings of the 2024 ACM Workshop on Wireless Security and Machine Learning, WiseML 2024, Seoul, Republic of Korea, 30 May 2024 WiseML@WiSec Minhoe Kim, Gihyuk Ko, Yalin E. Sagduyu, Yi Shi
2024	—	`conf`	Timeliness in NextG Spectrum Sharing under Jamming Attacks with Deep Learning. VTC Fall Maice Costa, Yalin E. Sagduyu
2024	J	`jnl`	Timeliness in NextG Spectrum Sharing under Jamming Attacks with Deep Learning. CoRR Maice Costa, Yalin E. Sagduyu
2024	—	`conf`	Timely NextG Communications with Decoy Assistance against Deep Learning-based Jamming. ICC Workshops Maice Costa, Yalin E. Sagduyu
2024	J	`jnl`	Timely NextG Communications with Decoy Assistance against Deep Learning-based Jamming. CoRR Maice Costa, Yalin E. Sagduyu
2024	J	`jnl`	Will 6G Be Semantic Communications? Opportunities and Challenges From Task Oriented and Secure Communications to Integrated Sensing. IEEE Netw. Yalin E. Sagduyu, Tugba Erpek, Aylin Yener, Sennur Ulukus
2024	J	`jnl`	Will 6G be Semantic Communications? Opportunities and Challenges from Task Oriented and Secure Communications to Integrated Sensing. CoRR Yalin E. Sagduyu, Tugba Erpek, Aylin Yener, Sennur Ulukus
2023	—	`conf`	Adversarial Attacks on LoRa Device Identification and Rogue Signal Detection with Deep Learning. MILCOM Yalin E. Sagduyu, Tugba Erpek
2023	J	`jnl`	Adversarial Attacks on LoRa Device Identification and Rogue Signal Detection with Deep Learning. CoRR Yalin E. Sagduyu, Tugba Erpek
2023	J	`jnl`	Adversarial Machine Learning in Wireless Communications Using RF Data: A Review. IEEE Commun. Surv. Tutorials Damilola Adesina, Chung-Chu George Hsieh, Yalin E. Sagduyu, Lijun Qian
2023	—	`conf`	Age of Information in Deep Learning-Driven Task-Oriented Communications. INFOCOM Workshops Yalin E. Sagduyu, Sennur Ulukus, Aylin Yener
2023	J	`jnl`	Age of Information in Deep Learning-Driven Task-Oriented Communications. CoRR Yalin E. Sagduyu, Sennur Ulukus, Aylin Yener
2023	J	`jnl`	Deep Reinforcement Learning for NextG Radio Access Network Slicing With Spectrum Coexistence. IEEE Netw. Lett. Yi Shi, Maice Costa, Tugba Erpek, Yalin E. Sagduyu
2023	—	`conf`	How Can the Adversary Effectively Identify Cellular IoT Devices Using LSTM Networks? WiseML@WiSec Zhengping Jay Luo, Will A. Pitera, Shangqing Zhao, Zhuo Lu, Yalin E. Sagduyu
2023	J	`jnl`	Intelligent Terahertz Medium Access Control (MAC) for Highly Dynamic Airborne Networks. IEEE Trans. Aerosp. Electron. Syst. Linsheng He, Fei Hu, Zhe Chu, Jiamiao Zhao, Yalin E. Sagduyu, Ngwe Thawdar, Sunil Kumar
2023	J	`jnl`	Is Semantic Communication Secure? A Tale of Multi-Domain Adversarial Attacks. IEEE Commun. Mag. Yalin E. Sagduyu, Tugba Erpek, Sennur Ulukus, Aylin Yener
2023	—	`conf`	Jamming Attacks on Decentralized Federated Learning in General Multi-Hop Wireless Networks. INFOCOM Workshops Yi Shi, Yalin E. Sagduyu, Tugba Erpek
2023	J	`jnl`	Jamming Attacks on Decentralized Federated Learning in General Multi-Hop Wireless Networks. CoRR Yi Shi, Yalin E. Sagduyu, Tugba Erpek
2023	J	`jnl`	Joint Sensing and Semantic Communications with Multi-Task Deep Learning. CoRR Yalin E. Sagduyu, Tugba Erpek, Aylin Yener, Sennur Ulukus
2023	J	`jnl`	Joint Sensing and Task-Oriented Communications with Image and Wireless Data Modalities for Dynamic Spectrum Access. CoRR Yalin E. Sagduyu, Tugba Erpek, Aylin Yener, Sennur Ulukus
2023	J	`jnl`	Membership Inference Attack and Defense for Wireless Signal Classifiers With Deep Learning. IEEE Trans. Mob. Comput. Yi Shi, Yalin E. Sagduyu
2023	J	`jnl`	Multi-Receiver Task-Oriented Communications via Multi-Task Deep Learning. CoRR Yalin E. Sagduyu, Tugba Erpek, Aylin Yener, Sennur Ulukus
2023	—	`ed.`	Proceedings of the 2023 ACM Workshop on Wireless Security and Machine Learning, WiseML2023, Guildford, United Kingdom, 1 June 2023 WiseML@WiSec Deniz Gündüz, Mohammad Malekzadeh, Melek Önen, Yalin E. Sagduyu, Yi Shi, Junqing Zhang
2023	—	`conf`	Securing NextG Systems against Poisoning Attacks on Federated Learning: A Game-Theoretic Solution. MILCOM Yalin E. Sagduyu, Tugba Erpek, Yi Shi
2023	J	`jnl`	Securing NextG Systems against Poisoning Attacks on Federated Learning: A Game-Theoretic Solution. CoRR Yalin E. Sagduyu, Tugba Erpek, Yi Shi
2023	J	`jnl`	Self-Supervised RF Signal Representation Learning for NextG Signal Classification With Deep Learning. IEEE Wirel. Commun. Lett. Kemal Davaslioglu, Serdar Boztas, Mehmet Can Ertem, Yalin E. Sagduyu, Ender Ayanoglu
2023	J	`jnl`	Task-Oriented Communications for NextG: End-to-end Deep Learning and AI Security Aspects. IEEE Wirel. Commun. Yalin E. Sagduyu, Sennur Ulukus, Aylin Yener
2023	J	`jnl`	Timely and covert communications under deep learning-based eavesdropping and jamming effects. J. Commun. Networks Maice Costa, Yalin E. Sagduyu
2023	Misc	`conf`	Vulnerabilities of Deep Learning-Driven Semantic Communications to Backdoor (Trojan) Attacks. CISS Yalin E. Sagduyu, Tugba Erpek, Sennur Ulukus, Aylin Yener
2022	—	`conf`	Adversarial Machine Learning and Defense Game for NextG Signal Classification with Deep Learning. MILCOM Yalin E. Sagduyu
2022	J	`jnl`	Adversarial Machine Learning and Defense Game for NextG Signal Classification with Deep Learning. CoRR Yalin E. Sagduyu
2022	J	`jnl`	Adversarial Machine Learning for NextG Covert Communications Using Multiple Antennas. Entropy Brian Kim, Yalin E. Sagduyu, Kemal Davaslioglu, Tugba Erpek, Sennur Ulukus
2022	—	`conf`	Autoencoder Communications with Optimized Interference Suppression for NextG RAN. FNWF Kemal Davaslioglu, Tugba Erpek, Yalin E. Sagduyu
2022	J	`jnl`	Channel-Aware Adversarial Attacks Against Deep Learning-Based Wireless Signal Classifiers. IEEE Trans. Wirel. Commun. Brian Kim, Yalin E. Sagduyu, Kemal Davaslioglu, Tugba Erpek, Sennur Ulukus
2022	B	`conf`	Covert Communications via Adversarial Machine Learning and Reconfigurable Intelligent Surfaces. WCNC Brian Kim, Tugba Erpek, Yalin E. Sagduyu, Sennur Ulukus
2022	—	`conf`	Deep Learning for Spectrum Awareness and Covert Communications via Unintended RF Emanations. WiseML@WiSec Michael Hegarty, Yalin E. Sagduyu, Tugba Erpek, Yi Shi
2022	—	`conf`	Deep Reinforcement Learning for Power Control in Next-Generation WiFi Network Systems. MILCOM Ziad El Jamous, Kemal Davaslioglu, Yalin E. Sagduyu
2022	J	`jnl`	Deep Reinforcement Learning for Power Control in Next-Generation WiFi Network Systems. CoRR Ziad El Jamous, Kemal Davaslioglu, Yalin E. Sagduyu
2022	J	`jnl`	End-to-End Autoencoder Communications with Optimized Interference Suppression. CoRR Kemal Davaslioglu, Tugba Erpek, Yalin E. Sagduyu
2022	J	`jnl`	Federated Learning for Distributed Spectrum Sensing in NextG Communication Networks. CoRR Yi Shi, Yalin E. Sagduyu, Tugba Erpek
2022	—	`conf`	Free-Rider Games for Federated Learning with Selfish Clients in NextG Wireless Networks. CNS Yalin E. Sagduyu
2022	J	`jnl`	Free-Rider Games for Federated Learning with Selfish Clients in NextG Wireless Networks. CoRR Yalin E. Sagduyu
2022	—	`conf`	How to Launch Jamming Attacks on Federated Learning in NextG Wireless Networks. GLOBECOM (Workshops) Yi Shi, Yalin E. Sagduyu
2022	J	`jnl`	IoTGAN: GAN Powered Camouflage Against Machine Learning Based IoT Device Identification. CoRR Tao Hou, Tao Wang, Zhuo Lu, Yao Liu, Yalin E. Sagduyu
2022	J	`jnl`	Is Semantic Communications Secure? A Tale of Multi-Domain Adversarial Attacks. CoRR Yalin E. Sagduyu, Tugba Erpek, Sennur Ulukus, Aylin Yener
2022	J	`jnl`	Jamming Attacks on Federated Learning in Wireless Networks. CoRR Yi Shi, Yalin E. Sagduyu
2022	—	`conf`	Jamming Attacks on NextG Radio Access Network Slicing with Reinforcement Learning. FNWF Yi Shi, Yalin E. Sagduyu, Tugba Erpek, Mustafa Cenk Gursoy
2022	J	`jnl`	Learning-Based UAV Path Planning for Data Collection With Integrated Collision Avoidance. IEEE Internet Things J. Xueyuan Wang, Mustafa Cenk Gursoy, Tugba Erpek, Yalin E. Sagduyu
2022	A*	`conf`	MUSTER: Subverting User Selection in MU-MIMO Networks. INFOCOM Tao Hou, Shengping Bi, Tao Wang, Zhuo Lu, Yao Liu, Satyajayant Misra, Yalin E. Sagduyu
2022	J	`jnl`	Machine Learning in NextG Networks via Generative Adversarial Networks. CoRR Ender Ayanoglu, Kemal Davaslioglu, Yalin E. Sagduyu
2022	J	`jnl`	Machine Learning in NextG Networks via Generative Adversarial Networks. IEEE Trans. Cogn. Commun. Netw. Ender Ayanoglu, Kemal Davaslioglu, Yalin E. Sagduyu
2022	B	`conf`	Robust Deep Reinforcement Learning Based Network Slicing under Adversarial Jamming Attacks. PIMRC Feng Wang, Mustafa Cenk Gursoy, Senem Velipasalar, Yalin E. Sagduyu
2022	J	`jnl`	Self-Supervised RF Signal Representation Learning for NextG Signal Classification with Deep Learning. CoRR Kemal Davaslioglu, Serdar Boztas, Mehmet Can Ertem, Yalin E. Sagduyu, Ender Ayanoglu
2022	—	`conf`	Sensing-Throughput Tradeoffs with Generative Adversarial Networks for NextG Spectrum Sharing. MILCOM Yi Shi, Yalin E. Sagduyu
2022	J	`jnl`	Sensing-Throughput Tradeoffs with Generative Adversarial Networks for NextG Spectrum Sharing. CoRR Yi Shi, Yalin E. Sagduyu
2022	J	`jnl`	Task-Oriented Communications for NextG: End-to-End Deep Learning and AI Security Aspects. CoRR Yalin E. Sagduyu, Sennur Ulukus, Aylin Yener
2022	—	`conf`	Undermining Deep Learning Based Channel Estimation via Adversarial Wireless Signal Fabrication. WiseML@WiSec Tao Hou, Tao Wang, Zhuo Lu, Yao Liu, Yalin E. Sagduyu
2022	J	`jnl`	Vulnerabilities of Deep Learning-Driven Semantic Communications to Backdoor (Trojan) Attacks. CoRR Yalin E. Sagduyu, Tugba Erpek, Sennur Ulukus, Aylin Yener
2022	J	`jnl`	When Attackers Meet AI: Learning-Empowered Attacks in Cooperative Spectrum Sensing. IEEE Trans. Mob. Comput. Zhengping Luo, Shangqing Zhao, Zhuo Lu, Jie Xu, Yalin E. Sagduyu
2021	—	`conf`	Adversarial Attacks against Deep Learning Based Power Control in Wireless Communications. GLOBECOM (Workshops) Brian Kim, Yi Shi, Yalin E. Sagduyu, Tugba Erpek, Sennur Ulukus
2021	J	`jnl`	Adversarial Attacks against Deep Learning Based Power Control in Wireless Communications. CoRR Brian Kim, Yi Shi, Yalin E. Sagduyu, Tugba Erpek, Sennur Ulukus
2021	—	`conf`	Adversarial Attacks on Deep Learning Based mmWave Beam Prediction in 5G And Beyond. SSP Brian Kim, Yalin E. Sagduyu, Tugba Erpek, Sennur Ulukus
2021	J	`jnl`	Adversarial Attacks on Deep Learning Based mmWave Beam Prediction in 5G and Beyond. CoRR Brian Kim, Yalin E. Sagduyu, Tugba Erpek, Sennur Ulukus
2021	J	`jnl`	Adversarial Deep Learning for Over-the-Air Spectrum Poisoning Attacks. IEEE Trans. Mob. Comput. Yalin E. Sagduyu, Yi Shi, Tugba Erpek
2021	J	`jnl`	Adversarial Machine Learning for 5G Communications Security. CoRR Yalin E. Sagduyu, Tugba Erpek, Yi Shi
2021	—	`conf`	Adversarial Machine Learning for Flooding Attacks on 5G Radio Access Network Slicing. ICC Workshops Yi Shi, Yalin E. Sagduyu
2021	J	`jnl`	Adversarial Machine Learning for Flooding Attacks on 5G Radio Access Network Slicing. CoRR Yi Shi, Yalin E. Sagduyu
2021	—	`conf`	Autoencoder-based Communications with Reconfigurable Intelligent Surfaces. DySPAN Tugba Erpek, Yalin E. Sagduyu, Ahmed Alkhateeb, Aylin Yener
2021	J	`jnl`	Autoencoder-based Communications with Reconfigurable Intelligent Surfaces. CoRR Tugba Erpek, Yalin E. Sagduyu, Ahmed Alkhateeb, Aylin Yener
2021	—	`conf`	Channel Effects on Surrogate Models of Adversarial Attacks against Wireless Signal Classifiers. ICC Brian Kim, Yalin E. Sagduyu, Tugba Erpek, Kemal Davaslioglu, Sennur Ulukus
2021	B	`conf`	Collision-Aware UAV Trajectories for Data Collection via Reinforcement Learning. GLOBECOM Xueyuan Wang, Mustafa Cenk Gursoy, Tugba Erpek, Yalin E. Sagduyu
2021	J	`jnl`	Covert Communications via Adversarial Machine Learning and Reconfigurable Intelligent Surfaces. CoRR Brian Kim, Tugba Erpek, Yalin E. Sagduyu, Sennur Ulukus
2021	J	`jnl`	Deep Learning for Fast and Reliable Initial Access in AI-Driven 6G mmWave Networks. CoRR Tarun S. Cousik, Vijay K. Shah, Tugba Erpek, Yalin E. Sagduyu, Jeffrey H. Reed
2021	—	`conf`	Deep Learning for THz Drones with Flying Intelligent Surfaces: Beam and Handoff Prediction. ICC Workshops Nof Abuzainab, Muhammad Alrabeiah, Ahmed Alkhateeb, Yalin E. Sagduyu
2021	J	`jnl`	Deep Learning for THz Drones with Flying Intelligent Surfaces: Beam and Handoff Prediction. CoRR Nof Abuzainab, Muhammad Alrabeiah, Ahmed Alkhateeb, Yalin E. Sagduyu
2021	J	`jnl`	DeepWiFi: Cognitive WiFi with Deep Learning. IEEE Trans. Mob. Comput. Kemal Davaslioglu, Sohraab Soltani, Tugba Erpek, Yalin E. Sagduyu
2021	—	`conf`	Fast Initial Access with Deep Learning for Beam Prediction in 5G mmWave Networks. MILCOM Tarun S. Cousik, Vijay K. Shah, Jeffrey H. Reed, Tugba Erpek, Yalin E. Sagduyu
2021	J	`jnl`	Generative Adversarial Network in the Air: Deep Adversarial Learning for Wireless Signal Spoofing. IEEE Trans. Cogn. Commun. Netw. Yi Shi, Kemal Davaslioglu, Yalin E. Sagduyu
2021	J	`jnl`	How to Attack and Defend 5G Radio Access Network Slicing with Reinforcement Learning. CoRR Yi Shi, Yalin E. Sagduyu, Tugba Erpek, Mustafa Cenk Gursoy
2021	—	`conf`	IoTGAN: GAN Powered Camouflage Against Machine Learning Based IoT Device Identification. DySPAN Tao Hou, Tao Wang, Zhuo Lu, Yao Liu, Yalin E. Sagduyu
2021	—	`conf`	Jamming-Resilient Path Planning for Multiple UAVs via Deep Reinforcement Learning. ICC Workshops Xueyuan Wang, Mustafa Cenk Gursoy, Tugba Erpek, Yalin E. Sagduyu
2021	J	`jnl`	Jamming-Resilient Path Planning for Multiple UAVs via Deep Reinforcement Learning. CoRR Xueyuan Wang, Mustafa Cenk Gursoy, Tugba Erpek, Yalin E. Sagduyu
2021	—	`conf`	Low-cost Influence-Limiting Defense against Adversarial Machine Learning Attacks in Cooperative Spectrum Sensing. WiseML@WiSec Zhengping Luo, Shangqing Zhao, Rui Duan, Zhuo Lu, Yalin E. Sagduyu, Jie Xu
2021	J	`jnl`	Membership Inference Attack and Defense for Wireless Signal Classifiers with Deep Learning. CoRR Yi Shi, Yalin E. Sagduyu
2021	—	`conf`	Robust Improvement of the Age of Information by Adaptive Packet Coding. ICC Maice Costa, Yalin E. Sagduyu, Tugba Erpek, Muriel Médard
2020	—	`conf`	Adversarial Attacks with Multiple Antennas Against Deep Learning-Based Modulation Classifiers. GLOBECOM (Workshops) Brian Kim, Yalin E. Sagduyu, Tugba Erpek, Kemal Davaslioglu, Sennur Ulukus
2020	J	`jnl`	Adversarial Attacks with Multiple Antennas Against Deep Learning-Based Modulation Classifiers. CoRR Brian Kim, Yalin E. Sagduyu, Tugba Erpek, Kemal Davaslioglu, Sennur Ulukus
2020	J	`jnl`	Adversarial Machine Learning based Partial-model Attack in IoT. CoRR Zhengping Luo, Shangqing Zhao, Zhuo Lu, Yalin E. Sagduyu, Jie Xu
2020	—	`conf`	Adversarial machine learning based partial-model attack in IoT. WiseML@WiSec Zhengping Luo, Shangqing Zhao, Zhuo Lu, Yalin E. Sagduyu, Jie Xu
2020	J	`jnl`	Channel Effects on Surrogate Models of Adversarial Attacks against Wireless Signal Classifiers. CoRR Brian Kim, Yalin E. Sagduyu, Tugba Erpek, Kemal Davaslioglu, Sennur Ulukus
2020	J	`jnl`	Channel-Aware Adversarial Attacks Against Deep Learning-Based Wireless Signal Classifiers. CoRR Brian Kim, Yalin E. Sagduyu, Kemal Davaslioglu, Tugba Erpek, Sennur Ulukus
2020	J	`jnl`	Coherent Communications in Self-Organizing Networks With Distributed Beamforming. IEEE Trans. Veh. Technol. Yi Shi, Yalin E. Sagduyu
2020	J	`jnl`	Deep Learning for Wireless Communications. CoRR Tugba Erpek, Timothy J. O'Shea, Yalin E. Sagduyu, Yi Shi, T. Charles Clancy
2020	—	`ch.`	Deep Learning for Wireless Communications. Development and Analysis of Deep Learning Architectures Tugba Erpek, Timothy J. O'Shea, Yalin E. Sagduyu, Yi Shi, T. Charles Clancy
2020	J	`jnl`	Fast Initial Access with Deep Learning for Beam Prediction in 5G mmWave Networks. CoRR Tarun S. Cousik, Vijay K. Shah, Jeffrey H. Reed, Tugba Erpek, Yalin E. Sagduyu
2020	J	`jnl`	Generative Adversarial Network in the Air: Deep Adversarial Learning for Wireless Signal Spoofing. CoRR Yi Shi, Kemal Davaslioglu, Yalin E. Sagduyu
2020	Misc	`conf`	How to Make 5G Communications "Invisible": Adversarial Machine Learning for Wireless Privacy. ACSSC Brian Kim, Yalin E. Sagduyu, Kemal Davaslioglu, Tugba Erpek, Sennur Ulukus
2020	J	`jnl`	How to Make 5G Communications "Invisible": Adversarial Machine Learning for Wireless Privacy. CoRR Brian Kim, Yalin E. Sagduyu, Kemal Davaslioglu, Tugba Erpek, Sennur Ulukus
2020	Misc	`conf`	Over-the-Air Adversarial Attacks on Deep Learning Based Modulation Classifier over Wireless Channels. CISS Brian Kim, Yalin E. Sagduyu, Kemal Davaslioglu, Tugba Erpek, Sennur Ulukus
2020	J	`jnl`	Over-the-Air Adversarial Attacks on Deep Learning Based Modulation Classifier over Wireless Channels. CoRR Brian Kim, Yalin E. Sagduyu, Kemal Davaslioglu, Tugba Erpek, Sennur Ulukus
2020	J	`jnl`	Over-the-Air Membership Inference Attacks as Privacy Threats for Deep Learning-based Wireless Signal Classifiers. CoRR Yi Shi, Kemal Davaslioglu, Yalin E. Sagduyu
2020	—	`conf`	Over-the-air membership inference attacks as privacy threats for deep learning-based wireless signal classifiers. WiseML@WiSec Yi Shi, Kemal Davaslioglu, Yalin E. Sagduyu
2020	—	`conf`	Reinforcement Learning for Dynamic Resource Optimization in 5G Radio Access Network Slicing. CAMAD Yi Shi, Yalin E. Sagduyu, Tugba Erpek
2020	J	`jnl`	Reinforcement Learning for Dynamic Resource Optimization in 5G Radio Access Network Slicing. CoRR Yi Shi, Yalin E. Sagduyu, Tugba Erpek
2020	J	`jnl`	Robust Improvement of the Age of Information by Adaptive Packet Coding. CoRR Maice Costa, Yalin E. Sagduyu, Tugba Erpek, Muriel Médard
2020	J	`jnl`	When Wireless Security Meets Machine Learning: Motivation, Challenges, and Research Directions. CoRR Yalin E. Sagduyu, Yi Shi, Tugba Erpek, William C. Headley, Bryse Flowers, George Stantchev, Zhuo Lu
2019	J	`jnl`	Adversarial Deep Learning for Over-the-Air Spectrum Poisoning Attacks. CoRR Yalin E. Sagduyu, Yi Shi, Tugba Erpek
2019	J	`jnl`	Age of Information with network coding. Ad Hoc Networks Maice Costa, Yalin E. Sagduyu
2019	J	`jnl`	Coherent Communications in Self-Organizing Networks with Distributed Beamforming. CoRR Yi Shi, Yalin E. Sagduyu
2019	J	`jnl`	Cross-layer Design and SDR Implementation of DSA, Backpressure Routing and Network Coding. CoRR Sohraab Soltani, Yalin E. Sagduyu, Sean Scanlon, Yi Shi, Jason H. Li, Jared Feldman, John D. Matyjas
2019	J	`jnl`	Deep Learning for Launching and Mitigating Wireless Jamming Attacks. IEEE Trans. Cogn. Commun. Netw. Tugba Erpek, Yalin E. Sagduyu, Yi Shi
2019	—	`conf`	Deep Learning for RF Signal Classification in Unknown and Dynamic Spectrum Environments. DySPAN Yi Shi, Kemal Davaslioglu, Yalin E. Sagduyu, William C. Headley, Michael Fowler, Gilbert Green
2019	J	`jnl`	Deep Learning for RF Signal Classification in Unknown and Dynamic Spectrum Environments. CoRR Yi Shi, Kemal Davaslioglu, Yalin E. Sagduyu, William C. Headley, Michael Fowler, Gilbert Green
2019	J	`jnl`	DeepWiFi: Cognitive WiFi with Deep Learning. CoRR Kemal Davaslioglu, Sohraab Soltani, Tugba Erpek, Yalin E. Sagduyu
2019	—	`conf`	Generative Adversarial Network for Wireless Signal Spoofing. WiseML@WiSec Yi Shi, Kemal Davaslioglu, Yalin E. Sagduyu
2019	J	`jnl`	Generative Adversarial Network for Wireless Signal Spoofing. CoRR Yi Shi, Kemal Davaslioglu, Yalin E. Sagduyu
2019	J	`jnl`	Generative Adversarial Networks for Black-Box API Attacks with Limited Training Data. CoRR Yi Shi, Yalin E. Sagduyu, Kemal Davaslioglu, Jason H. Li
2019	J	`jnl`	Integrating Social Links into Wireless Networks: Modeling, Routing, Analysis, and Evaluation. IEEE Trans. Mob. Comput. Zhuo Lu, Yalin E. Sagduyu, Yi Shi
2019	Misc	`conf`	Interference Regime Enforcing Rate Maximization for Non-Orthogonal Multiple Access (NOMA). ICNC Tugba Erpek, Sennur Ulukus, Yalin E. Sagduyu
2019	J	`jnl`	Interference Regime Enforcing Rate Maximization for Non-Orthogonal Multiple Access (NOMA). CoRR Tugba Erpek, Sennur Ulukus, Yalin E. Sagduyu
2019	B	`conf`	IoT Network Security from the Perspective of Adversarial Deep Learning. SECON Yalin E. Sagduyu, Yi Shi, Tugba Erpek
2019	J	`jnl`	IoT Network Security from the Perspective of Adversarial Deep Learning. CoRR Yalin E. Sagduyu, Yi Shi, Tugba Erpek
2019	Misc	`conf`	Measuring the Collective Allostatic Load. CogSIMA Kemal Davaslioglu, Bob Pokorny, Yalin E. Sagduyu, Henrik Molintas, Sohraab Soltani, Rebecca Grossman, Clint A. Bowers
2019	J	`jnl`	Network control and rate optimization for multiuser MIMO communications. Ad Hoc Networks Tugba Erpek, Yalin E. Sagduyu, Yi Shi, Satya Prakash Ponnaluri
2019	—	`conf`	QoS and Jamming-Aware Wireless Networking Using Deep Reinforcement Learning. MILCOM 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
2019	J	`jnl`	QoS and Jamming-Aware Wireless Networking Using Deep Reinforcement Learning. CoRR 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
2019	—	`conf`	Real-Time Experimentation of Deep Learning-based RF Signal Classifier on FPGA. DySPAN Sohraab Soltani, Yalin E. Sagduyu, Raqibul Hasan, Kemal Davaslioglu, Hongmei Deng, Tugba Erpek
2019	—	`conf`	Real-Time and Embedded Deep Learning on FPGA for RF Signal Classification. MILCOM Sohraab Soltani, Yalin E. Sagduyu, Raqibul Hasan, Kemal Davaslioglu, Hongmei Deng, Tugba Erpek
2019	J	`jnl`	Real-Time and Embedded Deep Learning on FPGA for RF Signal Classification. CoRR Sohraab Soltani, Yalin E. Sagduyu, Raqibul Hasan, Kemal Davaslioglu, Hongmei Deng, Tugba Erpek
2019	J	`jnl`	Spectrum Data Poisoning with Adversarial Deep Learning. CoRR Yi Shi, Tugba Erpek, Yalin E. Sagduyu, Jason H. Li
2019	—	`conf`	Trojan Attacks on Wireless Signal Classification with Adversarial Machine Learning. DySPAN Kemal Davaslioglu, Yalin E. Sagduyu
2019	J	`jnl`	Trojan Attacks on Wireless Signal Classification with Adversarial Machine Learning. CoRR Kemal Davaslioglu, Yalin E. Sagduyu
2019	J	`jnl`	When Attackers Meet AI: Learning-empowered Attacks in Cooperative Spectrum Sensing. CoRR Zhengping Luo, Shangqing Zhao, Zhuo Lu, Jie Xu, Yalin E. Sagduyu
2018	J	`jnl`	Active Deep Learning Attacks under Strict Rate Limitations for Online API Calls. CoRR Yi Shi, Yalin E. Sagduyu, Kemal Davaslioglu, Jason H. Li
2018	—	`conf`	Adversarial Deep Learning for Cognitive Radio Security: Jamming Attack and Defense Strategies. ICC Workshops Yi Shi, Yalin E. Sagduyu, Tugba Erpek, Kemal Davaslioglu, Zhuo Lu, Jason H. Li
2018	J	`jnl`	Deep Learning for Launching and Mitigating Wireless Jamming Attacks. CoRR Tugba Erpek, Yalin E. Sagduyu, Yi Shi
2018	—	`conf`	Distributed Coherent Group Communications. MILCOM Yi Shi, Satya Prakash Ponnaluri, Yalin E. Sagduyu, Eric Van Doorn
2018	—	`ch.`	Exploring the Role of Intrinsic Nodal Activation on the Spread of Influence in Complex Networks. Social Network Based Big Data Analysis and Applications Arun V. Sathanur, Mahantesh Halappanavar, Yi Shi, Yalin E. Sagduyu
2018	—	`conf`	Generative Adversarial Learning for Spectrum Sensing. ICC Kemal Davaslioglu, Yalin E. Sagduyu
2018	J	`jnl`	Generative Adversarial Learning for Spectrum Sensing. CoRR Kemal Davaslioglu, Yalin E. Sagduyu
2018	—	`conf`	Generative Adversarial Networks for Black-Box API Attacks with Limited Training Data. ISSPIT Yi Shi, Yalin E. Sagduyu, Kemal Davaslioglu, Jason H. Li
2018	J	`jnl`	Optimal Network-Centric Planning for Airborne Relay Communications. IEEE Syst. J. Yalin E. Sagduyu, Yi Shi, Satya Prakash Ponnaluri, Sohraab Soltani, Jason H. Li, Rob Riley, Clif Banner, Greg Heinen
2018	—	`conf`	Rate Optimization with Distributed Network Coordination of Multiuser MIMO Communications. VTC Fall Tugba Erpek, Yalin E. Sagduyu, Yi Shi, Satya Prakash Ponnaluri
2018	J	`jnl`	Regret Minimization for Primary/Secondary Access to Satellite Resources With Cognitive Interference. IEEE Trans. Wirel. Commun. Yalin E. Sagduyu, Yi Shi, Allen B. MacKenzie, Y. Thomas Hou
2018	—	`conf`	Routing, Network Coding and TCP Support for Wideband HF Communications. MILCOM Tugba Erpek, Yalin E. Sagduyu, Yi Shi, Maice Costa, Kemal Davaslioglu, Hao Han, Daniel Fayette, Eric Johnson, Elizabeth S. Bentley, Clif Banner
2018	—	`conf`	Spectrum Data Poisoning with Adversarial Deep Learning. MILCOM Yi Shi, Tugba Erpek, Yalin E. Sagduyu, Jason H. Li
2018	J	`jnl`	Synthetic Social Media Data Generation. IEEE Trans. Comput. Soc. Syst. Yalin E. Sagduyu, Alexander Grushin, Yi Shi
2018	—	`ch.`	Vulnerability Detection and Analysis in Adversarial Deep Learning. Guide to Vulnerability Analysis for Computer Networks and Systems Yi Shi, Yalin E. Sagduyu, Kemal Davaslioglu, Renato Levy
2017	J	`jnl`	A Unified Solution to Cognitive Radio Programming, Test and Evaluation for Tactical Communications. IEEE Commun. Mag. Yalin E. Sagduyu, Sohraab Soltani, Tugba Erpek, Yi Shi, Jason H. Li
2017	B	`conf`	Distributed Interference Cancellation. WCNC Satya Prakash Ponnaluri, Babak Azimi-Sadjadi, Yalin E. Sagduyu, Wayne Phoel
2017	—	`conf`	Evasion and causative attacks with adversarial deep learning. MILCOM Yi Shi, Yalin E. Sagduyu
2017	J	`jnl`	Exploring the Role of Intrinsic Nodal Activation on the Spread of Influence in Complex Networks. CoRR Arun V. Sathanur, Mahantesh Halappanavar, Yi Shi, Yalin E. Sagduyu
2017	—	`conf`	Joint network coding and backpressure algorithm for cognitive radio networks. MILCOM Sohraab Soltani, Yalin E. Sagduyu, Sean Scanlon, Yi Shi, Jason H. Li, Jared Feldman, John D. Matyjas
2017	—	`conf`	Multilayer MANET routing with social-cognitive learning. MILCOM 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
2017	J	`jnl`	Securing the Backpressure Algorithm for Wireless Networks. IEEE Trans. Mob. Comput. Zhuo Lu, Yalin E. Sagduyu, Jason H. Li
2017	J	`jnl`	Wireless Network Inference and Optimization: Algorithm Design and Implementation. IEEE Trans. Mob. Comput. Yalin E. Sagduyu, Yi Shi, Anthony Fanous, Jason H. Li
2016	—	`conf`	Analytical framework for MANET learning and routing. MILCOM Yalin E. Sagduyu, Yi Shi, Sharon J. Mackey, Derya H. Cansever, Mitesh P. Patel, Bart F. Panettieri
2016	—	`conf`	Defending active learning against adversarial inputs in automated document classification. GlobalSIP Lei Pi, Zhuo Lu, Yalin E. Sagduyu, Su Chen
2016	—	`conf`	Optimal orbit selection and design for airborne relay communications. MILCOM Yalin E. Sagduyu, Yi Shi, Satya Prakash Ponnaluri, Sohraab Soltani, Jason H. Li, Rob Riley, Clif Banner, Greg Heinen
2016	—	`conf`	Risk assessment based access control with text and behavior analysis for document management. MILCOM Zhuo Lu, Yalin E. Sagduyu
2016	—	`conf`	Spectrum learning and access for cognitive satellite communications under jamming. CNS Yi Shi, Yalin E. Sagduyu
2014	—	`conf`	Securing Cognitive Radio Networks with Dynamic Trust against Spectrum Sensing Data Falsification. MILCOM Yalin E. Sagduyu
2014	—	`conf`	Socio-technological Testbed for Evaluation of Combined Social and Communication Networks. MILCOM Zhuo Lu, Yalin E. Sagduyu, Yi Shi
2014	—	`conf`	System Design and Testbed Implementation of Adaptive Coding Optimization in Lossy Networks. MILCOM Yi Shi, Yalin E. Sagduyu, Junshan Zhang, Jason H. Li
2013	—	`conf`	CREATE-NEST: A Distributed Cognitive Radio Network Platform with Physical Channel Awareness. MILCOM Lei Ding, Yalin E. Sagduyu, Tommaso Melodia, Jason H. Li, Jared Feldman, John D. Matyjas
2012	—	`conf`	Low complexity multi-layer optimization for multi-hop wireless networks. MILCOM Yi Shi, Yalin E. Sagduyu, Jason H. Li
2012	—	`ch.`	Scented Node Protocol for MANET Routing. Biologically Inspired Networking and Sensing Song Luo, Yalin E. Sagduyu, Jason H. Li
2011	—	`conf`	RFnest™: Radio frequency network emulator simulator tool. MILCOM Justin Yackoski, Babak Azimi-Sadjadi, Ali Namazi, Jason H. Li, Yalin E. Sagduyu, Renato Levy
2011	—	`conf`	Traffic shaping impact of network coding on spectrum predictability and jamming attacks. MILCOM Shanshan Wang, Yalin E. Sagduyu, Junshan Zhang, Jason Hongjun Li