Adversarial Machine Learning for 5G Communications Security

Adversarial Machine Learning for 5G Communications Security

7 January 2021

Papers citing "Adversarial Machine Learning for 5G Communications Security"

11 / 11 papers shown

Title
Sensing-Throughput Tradeoffs with Generative Adversarial Networks for NextG Spectrum Sharing Yi Shi Y. Sagduyu 33 1 0 27 Dec 2022
Adversarial Machine Learning-Based Anticipation of Threats Against Vehicle-to-Microgrid Services A. Omara B. Kantarci AAML 21 5 0 09 Aug 2022
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 24 16 0 22 Jul 2021
Adversarial Machine Learning Security Problems for 6G: mmWave Beam Prediction Use-Case Evren Çatak Ferhat Ozgur Catak A. Moldsvor AAML 32 22 0 12 Mar 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
Jamming Attacks and Anti-Jamming Strategies in Wireless Networks: A Comprehensive Survey Hossein Pirayesh Huacheng Zeng AAML 45 319 0 01 Jan 2021
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 48 68 0 05 Feb 2020
Adversarial Machine Learning at Scale Alexey Kurakin Ian Goodfellow Samy Bengio AAML 309 3,115 0 04 Nov 2016
Adversarial examples in the physical world Alexey Kurakin Ian Goodfellow Samy Bengio SILM AAML 350 5,849 0 08 Jul 2016