Deep Learning for Launching and Mitigating Wireless Jamming Attacks

3 July 2018

Papers citing "Deep Learning for Launching and Mitigating Wireless Jamming Attacks"

28 / 28 papers shown

Title
Sensing-Throughput Tradeoffs with Generative Adversarial Networks for NextG Spectrum Sharing Yi Shi Y. Sagduyu 33 1 0 27 Dec 2022
Wild Networks: Exposure of 5G Network Infrastructures to Adversarial Examples Giovanni Apruzzese Rodion Vladimirov A.T. Tastemirova Pavel Laskov AAML 43 15 0 04 Jul 2022
Towards an AI-Driven Universal Anti-Jamming Solution with Convolutional Interference Cancellation Network H. N. Nguyen G. Noubir 19 1 0 18 Mar 2022
Machine Learning in NextG Networks via Generative Adversarial Networks E. Ayanoglu Kemal Davaslioglu Y. Sagduyu GAN 24 34 0 09 Mar 2022
Multi-Agent Adversarial Attacks for Multi-Channel Communications Juncheng Dong Suya Wu Mohammadreza Soltani Vahid Tarokh AAML 46 3 0 22 Jan 2022
End-to-End Autoencoder Communications with Optimized Interference Suppression Kemal Davaslioglu T. Erpek Y. Sagduyu 44 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 30 27 0 16 Sep 2021
Security and privacy for 6G: A survey on prospective technologies and challenges V. Nguyen Po-Ching Lin Bo-Chao Cheng Ren-Hung Hwang Ying-Dar Lin AILaw 35 283 0 26 Aug 2021
Membership Inference Attack and Defense for Wireless Signal Classifiers with Deep Learning Yi Shi Y. Sagduyu 24 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 15 84 0 10 May 2021
Adversarial Machine Learning for Flooding Attacks on 5G Radio Access Network Slicing Yi Shi Y. Sagduyu AAML AI4CE 41 30 0 21 Jan 2021
Deep Learning for Fast and Reliable Initial Access in AI-Driven 6G mmWave Networks Tarun S. Cousik Vijay K. Shah T. Erpek Y. Sagduyu Jeffrey H. Reed 26 23 0 06 Jan 2021
Jamming Attacks and Anti-Jamming Strategies in Wireless Networks: A Comprehensive Survey Hossein Pirayesh Huacheng Zeng AAML 47 319 0 01 Jan 2021
Smart Jamming Attacks in 5G New Radio: A Review Youness Arjoune S. Faruque 16 80 0 11 Sep 2020
Adversarial Filters for Secure Modulation Classification A. Berian K. Staab N. Teku G. Ditzler T. Bose Ravi Tandon AAML 19 7 0 15 Aug 2020
Adversarial jamming attacks and defense strategies via adaptive deep reinforcement learning Feng Wang Chen Zhong M. C. Gursoy Senem Velipasalar AAML 23 8 0 12 Jul 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 36 135 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
Over-the-Air Adversarial Attacks on Deep Learning Based Modulation Classifier over Wireless Channels Brian Kim Y. Sagduyu Kemal Davaslioglu T. Erpek S. Ulukus AAML 51 68 0 05 Feb 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
Adversarial Deep Learning for Over-the-Air Spectrum Poisoning Attacks Y. Sagduyu Yi Shi T. Erpek AAML 33 83 0 01 Nov 2019
DeepWiFi: Cognitive WiFi with Deep Learning Kemal Davaslioglu S. Soltani T. Erpek Y. Sagduyu 21 45 0 29 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 28 31 0 13 Oct 2019
Generative Adversarial Network for Wireless Signal Spoofing Yi Shi Kemal Davaslioglu Y. Sagduyu GAN AAML 25 78 0 03 May 2019
The Best Defense Is a Good Offense: Adversarial Attacks to Avoid Modulation Detection Muhammad Zaid Hameed András Gyorgy Deniz Gunduz AAML 21 72 0 27 Feb 2019
Active Deep Learning Attacks under Strict Rate Limitations for Online API Calls Guofu Li Y. Sagduyu Kemal Davaslioglu Jason H. Li AAML 13 31 0 05 Nov 2018
Adversarial examples in the physical world Alexey Kurakin Ian Goodfellow Samy Bengio SILM AAML 368 5,849 0 08 Jul 2016