Adversarial Attacks with Multiple Antennas Against Deep Learning-Based
Modulation Classifiers

Adversarial Attacks with Multiple Antennas Against Deep Learning-Based Modulation Classifiers

31 July 2020

Kemal Davaslioglu

Papers citing "Adversarial Attacks with Multiple Antennas Against Deep Learning-Based Modulation Classifiers"

14 / 14 papers shown

Title
AIR: Threats of Adversarial Attacks on Deep Learning-Based Information Recovery Jinyin Chen Jie Ge Shilian Zheng Linhui Ye Haibin Zheng Weiguo Shen Keqiang Yue Xiaoniu Yang AAML 30 2 0 17 Aug 2023
Wild Networks: Exposure of 5G Network Infrastructures to Adversarial Examples Giovanni Apruzzese Rodion Vladimirov A.T. Tastemirova Pavel Laskov AAML 60 15 0 04 Jul 2022
Jamming Attacks on Federated Learning in Wireless Networks Yi Shi Y. Sagduyu 43 10 0 13 Jan 2022
Covert Communications via Adversarial Machine Learning and Reconfigurable Intelligent Surfaces Brian Kim T. Erpek Y. Sagduyu S. Ulukus AAML 40 13 0 21 Dec 2021
Adversarial Attacks against Deep Learning Based Power Control in Wireless Communications Brian Kim Yi Shi Y. Sagduyu T. Erpek S. Ulukus AAML 44 27 0 16 Sep 2021
Membership Inference Attack and Defense for Wireless Signal Classifiers with Deep Learning Yi Shi Y. Sagduyu 28 16 0 22 Jul 2021
Adversarial Attacks on Deep Learning Based mmWave Beam Prediction in 5G and Beyond Brian Kim Y. Sagduyu T. Erpek S. Ulukus AAML 28 23 0 25 Mar 2021
Adversarial Machine Learning for Flooding Attacks on 5G Radio Access Network Slicing Yi Shi Y. Sagduyu AAML AI4CE 45 30 0 21 Jan 2021
Adversarial Machine Learning for 5G Communications Security Y. Sagduyu T. Erpek Yi Shi AAML 51 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 31 20 0 03 Dec 2020
Channel-Aware Adversarial Attacks Against Deep Learning-Based Wireless Signal Classifiers Brian Kim Y. Sagduyu Kemal Davaslioglu T. Erpek S. Ulukus AAML 42 111 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 58 68 0 05 Feb 2020
An Introduction to Deep Learning for the Physical Layer Tim O'Shea J. Hoydis AI4CE 96 2,182 0 02 Feb 2017
Adversarial examples in the physical world Alexey Kurakin Ian Goodfellow Samy Bengio SILM AAML 374 5,859 0 08 Jul 2016