Generative Adversarial Network for Wireless Signal Spoofing

3 May 2019

Papers citing "Generative Adversarial Network for Wireless Signal Spoofing"

32 / 32 papers shown

Title
Adversarial Attack and Defense for LoRa Device Identification and Authentication via Deep Learning Y. Sagduyu T. Erpek AAML 36 0 0 31 Dec 2024
Applications of Generative AI (GAI) for Mobile and Wireless Networking: A Survey Thai-Hoc Vu Senthil Kumar Jagatheesaperumal Minh-Duong Nguyen Nguyen Van Huynh Sunghwan Kim Viet Quoc Pham 44 8 0 30 May 2024
Generative AI for Secure Physical Layer Communications: A Survey Changyuan Zhao Hongyang Du Dusit Niyato Jiawen Kang Zehui Xiong Dong In Kim Xuemin X. Shen K. B. Letaief 69 20 0 21 Feb 2024
Adversarial Attacks on LoRa Device Identification and Rogue Signal Detection with Deep Learning Y. Sagduyu T. Erpek 24 2 0 27 Dec 2023
Generative AI for Physical Layer Communications: A Survey Nguyen Van Huynh Jiacheng Wang Hongyang Du D. Hoang Dusit Niyato Diep N. Nguyen Dong In Kim K. B. Letaief AI4CE 44 31 0 09 Dec 2023
RADIANCE: Radio-Frequency Adversarial Deep-learning Inference for Automated Network Coverage Estimation Sopan Sarkar M. Manshaei Marwan Krunz 11 2 0 21 Aug 2023
Covert Communication in Autoencoder Wireless Systems Ali Mohammadi Teshnizi Majid Ghaderi Dennis Goeckel 9 1 0 17 Jul 2023
Sensing-Throughput Tradeoffs with Generative Adversarial Networks for NextG Spectrum Sharing Yi Shi Y. Sagduyu 33 1 0 27 Dec 2022
Adversarial Machine Learning and Defense Game for NextG Signal Classification with Deep Learning Y. Sagduyu AAML 22 2 0 22 Dec 2022
ViFi-Loc: Multi-modal Pedestrian Localization using GAN with Camera-Phone Correspondences Hansi Liu Kristin Data Marco Gruteser Hongsheng Lu 18 2 0 22 Nov 2022
Edge Security: Challenges and Issues Xin Jin Charalampos Katsis Fan Sang Jiahao Sun A. Kundu Ramana Rao Kompella 47 8 0 14 Jun 2022
RF Signal Transformation and Classification using Deep Neural Networks Umar Khalid Nazmul Karim Nazanin Rahnavard 30 4 0 06 Apr 2022
Machine Learning in NextG Networks via Generative Adversarial Networks E. Ayanoglu Kemal Davaslioglu Y. Sagduyu GAN 24 34 0 09 Mar 2022
Jamming Attacks on Federated Learning in Wireless Networks Yi Shi Y. Sagduyu 22 10 0 13 Jan 2022
End-to-End Autoencoder Communications with Optimized Interference Suppression Kemal Davaslioglu T. Erpek Y. Sagduyu 42 4 0 29 Dec 2021
Adversarial Attacks against Deep Learning Based Power Control in Wireless Communications Brian Kim Yi Shi Y. Sagduyu T. Erpek S. Ulukus AAML 25 27 0 16 Sep 2021
Membership Inference Attack and Defense for Wireless Signal Classifiers with Deep Learning Yi Shi Y. Sagduyu 19 16 0 22 Jul 2021
Generative Adversarial Networks (GANs) in Networking: A Comprehensive Survey & Evaluation Hojjat Navidan P. Moshiri M. Nabati Reza Shahbazian S. Ghorashi V. Shah-Mansouri David Windridge 13 83 0 10 May 2021
Adversarial Attacks on Deep Learning Based mmWave Beam Prediction in 5G and Beyond Brian Kim Y. Sagduyu T. Erpek S. Ulukus AAML 16 23 0 25 Mar 2021
Machine Learning for the Detection and Identification of Internet of Things (IoT) Devices: A Survey Yongxin Liu Jian Wang Jianqiang Li Shuteng Niu Haoze Song 38 131 0 25 Jan 2021
Adversarial Machine Learning for 5G Communications Security Y. Sagduyu T. Erpek Yi Shi AAML 34 43 0 07 Jan 2021
Channel Effects on Surrogate Models of Adversarial Attacks against Wireless Signal Classifiers Brian Kim Y. Sagduyu T. Erpek Kemal Davaslioglu S. Ulukus AAML 23 20 0 03 Dec 2020
Penetrating RF Fingerprinting-based Authentication with a Generative Adversarial Attack Samurdhi Karunaratne Enes Krijestorac D. Cabric AAML 12 31 0 03 Nov 2020
Physical-Layer Authentication Using Channel State Information and Machine Learning Ken St. Germain F. Kragh 11 16 0 05 Jun 2020
How to Make 5G Communications "Invisible": Adversarial Machine Learning for Wireless Privacy Brian Kim Y. Sagduyu Kemal Davaslioglu T. Erpek S. Ulukus AAML 17 29 0 15 May 2020
Deep Learning for Wireless Communications T. Erpek Tim O'Shea Y. Sagduyu Yi Shi T. Clancy 34 135 0 12 May 2020
Channel-Aware Adversarial Attacks Against Deep Learning-Based Wireless Signal Classifiers Brian Kim Y. Sagduyu Kemal Davaslioglu T. Erpek S. Ulukus AAML 23 111 0 11 May 2020
When Wireless Security Meets Machine Learning: Motivation, Challenges, and Research Directions Y. Sagduyu Yi Shi T. Erpek William C. Headley Bryse Flowers G. Stantchev Zhuo Lu AAML 20 39 0 24 Jan 2020
Trojan Attacks on Wireless Signal Classification with Adversarial Machine Learning Kemal Davaslioglu Y. Sagduyu AAML 11 58 0 23 Oct 2019
Real-Time and Embedded Deep Learning on FPGA for RF Signal Classification S. Soltani Y. Sagduyu Raqibul Hasan Kemal Davaslioglu Hongmei Deng T. Erpek 25 31 0 13 Oct 2019
Deep Learning for RF Signal Classification in Unknown and Dynamic Spectrum Environments Yi Shi Kemal Davaslioglu Y. Sagduyu William C. Headley Michael Fowler Gilbert Green 14 90 0 25 Sep 2019
IoT Network Security from the Perspective of Adversarial Deep Learning Y. Sagduyu Yi Shi T. Erpek AAML 14 78 0 31 May 2019