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Sagduyu, Yalin E.

  1. Channel-Aware Adversarial Attacks Against Deep Learning-Based Wireless Signal Classifiers
    2020/05/11 by Brian Kim, Yalin E. Sagduyu, Kim, Brian +7 · 11 citations
    Biochemistry, Genetics and Molecular Biology · Computer Science · #Adversarial Robustness in Machine Learning #Bacillus and Francisella bacterial research #FOS: Computer and information sciences #FOS: Electrical engineering #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Networking and Internet Architecture (cs.NI) #Signal Processing (eess.SP) #Wireless Signal Modulation Classification #electronic engineering #information engineering
  2. Adversarial Machine Learning in Wireless Communications using RF Data: A Review
    2020/12/28 by Adesina, Damilola, Hsieh, Chung-Chu, Sagduyu, Yalin E. +1 · 6 citations
    #FOS: Electrical engineering #Signal Processing (eess.SP) #electronic engineering #information engineering
  3. Will 6G be Semantic Communications? Opportunities and Challenges from Task Oriented and Secure Communications to Integrated Sensing
    2024/01/03 by Yalin E. Sagduyu, Sagduyu, Yalin E., Tugba Erpek +5 · 8 citations
    Computer Science · Engineering · #Adversarial Robustness in Machine Learning #Cryptography and Security (cs.CR) #FOS: Computer and information sciences #FOS: Electrical engineering #Geophysical Methods and Applications #Information Theory (cs.IT) #Machine Learning (cs.LG) #Networking and Internet Architecture (cs.NI) #Signal Processing (eess.SP) #Wireless Signal Modulation Classification #electronic engineering #information engineering
  4. Generative Adversarial Network in the Air: Deep Adversarial Learning for Wireless Signal Spoofing
    2020/07/16 by Yi Shi, Kemal Davaslıoğlu, Shi, Yi +3 · 3 citations
    Computer Science · Engineering · #Adversarial Robustness in Machine Learning #FOS: Computer and information sciences #Networking and Internet Architecture (cs.NI) #Wireless Communication Security Techniques #Wireless Signal Modulation Classification
  5. Task-Oriented Communications for NextG: End-to-End Deep Learning and AI Security Aspects
    2022/12/19 by Sagduyu, Yalin E., Ulukus, Sennur, Yener, Aylin · 4 citations
    #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #FOS: Electrical engineering #Information Theory (cs.IT) #Machine Learning (cs.LG) #Networking and Internet Architecture (cs.NI) #Signal Processing (eess.SP) #electronic engineering #information engineering
  6. Age of Information in Deep Learning-Driven Task-Oriented Communications
    2023/01/11 by Sagduyu, Yalin E., Ulukus, Sennur, Yener, Aylin · 3 citations
    #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #FOS: Electrical engineering #Information Theory (cs.IT) #Machine Learning (cs.LG) #Networking and Internet Architecture (cs.NI) #Signal Processing (eess.SP) #electronic engineering #information engineering
  7. Adversarial Deep Learning for Over-the-Air Spectrum Poisoning Attacks
    2019/11/01 by Sagduyu, Yalin E., Shi, Yi, Erpek, Tugba · 2 citations
    #FOS: Computer and information sciences #FOS: Electrical engineering #Machine Learning (cs.LG) #Networking and Internet Architecture (cs.NI) #Signal Processing (eess.SP) #electronic engineering #information engineering
  8. DeepWiFi: Cognitive WiFi with Deep Learning
    2019/10/29 by Kemal Davaslıoğlu, Davaslioglu, Kemal, Sohraab Soltani +5 · 2 citations
    Computer Science · Engineering · #Cryptography and Security (cs.CR) #FOS: Computer and information sciences #FOS: Electrical engineering #Indoor and Outdoor Localization Technologies #Machine Learning (cs.LG) #Networking and Internet Architecture (cs.NI) #Signal Processing (eess.SP) #Speech and Audio Processing #Ultra-Wideband Communications Technology #electronic engineering #information engineering
  9. Jamming-Resilient Path Planning for Multiple UAVs via Deep Reinforcement Learning
    2021/04/09 by Xueyuan Wang, M. Cenk Gursoy, Wang, Xueyuan +5 · 3 citations
    Computer Science · Engineering · #Distributed Control Multi-Agent Systems #FOS: Computer and information sciences #Machine Learning (cs.LG) #Multiagent Systems (cs.MA) #Robotic Path Planning Algorithms #UAV Applications and Optimization
  10. Deep Learning for Wireless Communications
    2020/05/12 by Erpek, Tugba, O'Shea, Timothy J., Sagduyu, Yalin E. +2 · 2 citations
    #FOS: Computer and information sciences #Machine Learning (cs.LG) #Networking and Internet Architecture (cs.NI)
  11. Vulnerabilities of Deep Learning-Driven Semantic Communications to Backdoor (Trojan) Attacks
    2022/12/21 by Sagduyu, Yalin E., Erpek, Tugba, Ulukus, Sennur +1 · 3 citations
    #Cryptography and Security (cs.CR) #FOS: Computer and information sciences #FOS: Electrical engineering #Information Theory (cs.IT) #Machine Learning (cs.LG) #Networking and Internet Architecture (cs.NI) #Signal Processing (eess.SP) #electronic engineering #information engineering
  12. Generative Adversarial Learning for Spectrum Sensing
    2018/04/02 by Davaslioglu, Kemal, Sagduyu, Yalin E. · 1 citation
    #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Networking and Internet Architecture (cs.NI)
  13. Joint Sensing and Semantic Communications with Multi-Task Deep Learning
    2023/11/08 by Yalin E. Sagduyu, Sagduyu, Yalin E., Tugba Erpek +5 · 2 citations
    Computer Science · #Distributed Sensor Networks and Detection Algorithms #Wireless Signal Modulation Classification
  14. Jamming Attacks on Decentralized Federated Learning in General Multi-Hop Wireless Networks
    2023/01/12 by Yi Shi, Yalin E. Sagduyu, Shi, Yi +3 · 2 citations
    Engineering · #Microwave Imaging and Scattering Analysis
  15. IoT Network Security from the Perspective of Adversarial Deep Learning
    2019/05/31 by Sagduyu, Yalin E., Shi, Yi, Erpek, Tugba · 1 citation
    #Cryptography and Security (cs.CR) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Networking and Internet Architecture (cs.NI)
  16. When Attackers Meet AI: Learning-empowered Attacks in Cooperative Spectrum Sensing
    2019/05/04 by Luo, Zhengping, Zhao, Shangqing, Lu, Zhuo +2 · 1 citation
    #Cryptography and Security (cs.CR) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Networking and Internet Architecture (cs.NI)
  17. Federated Learning for Distributed Spectrum Sensing in NextG Communication Networks
    2022/04/06 by Shi, Yi, Sagduyu, Yalin E., Erpek, Tugba · 2 citations
    #FOS: Computer and information sciences #Machine Learning (cs.LG) #Networking and Internet Architecture (cs.NI)
  18. QoS and Jamming-Aware Wireless Networking Using Deep Reinforcement\n Learning
    2019/10/13 by Nof Abuzainab, Abuzainab, Nof, Erpek, Tugba +9 · 2 citations
    Computer Science · Engineering · #Security in Wireless Sensor Networks #Mobile Ad Hoc Networks #Wireless Communication Security Techniques
  19. Generative Adversarial Network for Wireless Signal Spoofing
    2019/05/03 by Shi, Yi, Davaslioglu, Kemal, Sagduyu, Yalin E. · 1 citation
    #FOS: Computer and information sciences #FOS: Electrical engineering #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Networking and Internet Architecture (cs.NI) #Signal Processing (eess.SP) #electronic engineering #information engineering
  20. Deep Learning for RF Signal Classification in Unknown and Dynamic Spectrum Environments
    2019/09/25 by Yi Shi, Shi, Yi, Kemal Davaslıoğlu +9 · 1 citation
    Computer Science · Engineering · #Wireless Signal Modulation Classification #Blind Source Separation Techniques #Radar Systems and Signal Processing
  21. Real-Time and Embedded Deep Learning on FPGA for RF Signal\n Classification
    2019/10/13 by Sohraab Soltani, Soltani, Sohraab, Yalin E. Sagduyu +9 · 1 citation
    Computer Science · Engineering · #FOS: Computer and information sciences #FOS: Electrical engineering #Full-Duplex Wireless Communications #Machine Learning (cs.LG) #Networking and Internet Architecture (cs.NI) #Radio Frequency Integrated Circuit Design #Signal Processing (eess.SP) #Wireless Signal Modulation Classification #electronic engineering #information engineering
  22. How to Make 5G Communications "Invisible": Adversarial Machine Learning for Wireless Privacy
    2020/05/15 by Kim, Brian, Sagduyu, Yalin E., Davaslioglu, Kemal +2 · 1 citation
    #FOS: Computer and information sciences #FOS: Electrical engineering #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Networking and Internet Architecture (cs.NI) #Signal Processing (eess.SP) #electronic engineering #information engineering
  23. Fast Initial Access with Deep Learning for Beam Prediction in 5G mmWave Networks
    2020/06/22 by Cousik, Tarun S., Shah, Vijay K., Reed, Jeffrey H. +2 · 1 citation
    #FOS: Computer and information sciences #FOS: Electrical engineering #Machine Learning (cs.LG) #Networking and Internet Architecture (cs.NI) #Signal Processing (eess.SP) #electronic engineering #information engineering
  24. How to Attack and Defend NextG Radio Access Network Slicing with Reinforcement Learning
    2021/01/14 by Yi Shi, Shi, Yi, Yalin E. Sagduyu +5 · 1 citation
    Computer Science · #Network Security and Intrusion Detection #Software-Defined Networks and 5G #Internet Traffic Analysis and Secure E-voting
  25. Adversarial Machine Learning for 5G Communications Security
    2021/01/07 by Yalin E. Sagduyu, Sagduyu, Yalin E., Tugba Erpek +3 · 1 citation
    Biochemistry, Genetics and Molecular Biology · Computer Science · #Adversarial Robustness in Machine Learning #Bacillus and Francisella bacterial research #FOS: Computer and information sciences #Machine Learning (cs.LG) #Networking and Internet Architecture (cs.NI) #Wireless Signal Modulation Classification
  26. Deep Learning for Fast and Reliable Initial Access in AI-Driven 6G mmWave Networks
    2021/01/06 by Cousik, Tarun S., Shah, Vijay K., Erpek, Tugba +2 · 1 citation
    #FOS: Computer and information sciences #FOS: Electrical engineering #Machine Learning (cs.LG) #Networking and Internet Architecture (cs.NI) #Signal Processing (eess.SP) #electronic engineering #information engineering
  27. Adversarial Attacks against Deep Learning Based Power Control in Wireless Communications
    2021/09/16 by Brian Kim, Kim, Brian, Yi Shi +7 · 1 citation
    Computer Science · Biochemistry, Genetics and Molecular Biology · #Adversarial Robustness in Machine Learning #Wireless Signal Modulation Classification #Bacillus and Francisella bacterial research
  28. Covert Communications via Adversarial Machine Learning and Reconfigurable Intelligent Surfaces
    2021/12/21 by Brian Kim, Kim, Brian, Tugba Erpek +5 · 1 citation
    Computer Science · Engineering · #Advanced Wireless Communication Technologies #FOS: Computer and information sciences #FOS: Electrical engineering #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Networking and Internet Architecture (cs.NI) #Signal Processing (eess.SP) #Wireless Communication Security Techniques #Wireless Signal Modulation Classification #electronic engineering #information engineering
  29. Trojan Attacks on Wireless Signal Classification with Adversarial Machine Learning
    2019/10/23 by Davaslioglu, Kemal, Sagduyu, Yalin E. · 1 citation
    #Cryptography and Security (cs.CR) #FOS: Computer and information sciences #FOS: Electrical engineering #Machine Learning (cs.LG) #Networking and Internet Architecture (cs.NI) #Signal Processing (eess.SP) #electronic engineering #information engineering
  30. Jamming Attacks on Federated Learning in Wireless Networks
    2022/01/13 by Shi, Yi, Sagduyu, Yalin E. · 1 citation
    #FOS: Computer and information sciences #Machine Learning (cs.LG) #Networking and Internet Architecture (cs.NI)
  31. Adversarial Attack and Defense for LoRa Device Identification and Authentication via Deep Learning
    2024/12/30 by Yalin E. Sagduyu, Sagduyu, Yalin E., Tugba Erpek +1 · 1 citation
    Computer Science · Engineering · #Advanced Malware Detection Techniques #Artificial Intelligence (cs.AI) #Cryptography and Security (cs.CR) #FOS: Computer and information sciences #FOS: Electrical engineering #Machine Learning (cs.LG) #Networking and Internet Architecture (cs.NI) #Signal Processing (eess.SP) #Wireless Body Area Networks #Wireless Communication Security Techniques #electronic engineering #information engineering
  32. Augmenting Training Data with Vector-Quantized Variational Autoencoder for Classifying RF Signals
    2024/10/23 by Srihari Kamesh Kompella, Kompella, Srihari Kamesh, Kemal Davaslıoğlu +5 · 1 citation
    Computer Science · Engineering · #Speech Recognition and Synthesis #Ultrasonics and Acoustic Wave Propagation
  33. Securing NextG Systems against Poisoning Attacks on Federated Learning: A Game-Theoretic Solution
    2023/12/28 by Yalin E. Sagduyu, Sagduyu, Yalin E., Tugba Erpek +3 · 1 citation
    Computer Science · Engineering · #Privacy-Preserving Technologies in Data #Wireless Communication Security Techniques #Distributed Sensor Networks and Detection Algorithms
  34. Low-Latency Task-Oriented Communications with Multi-Round, Multi-Task Deep Learning
    2024/11/15 by Yalin E. Sagduyu, Tugba Erpek, Sagduyu, Yalin E. +5 · 1 citation
    Neuroscience · Social Sciences · #Advanced Computing and Algorithms #Artificial Intelligence (cs.AI) #Brain Tumor Detection and Classification #Distributed #FOS: Computer and information sciences #FOS: Electrical engineering #Information Theory (cs.IT) #Machine Learning (cs.LG) #Networking and Internet Architecture (cs.NI) #Parallel #Signal Processing (eess.SP) #and Cluster Computing (cs.DC) #electronic engineering #information engineering