Real-time Over-the-air Adversarial Perturbations for Digital
Communications using Deep Neural Networks

Real-time Over-the-air Adversarial Perturbations for Digital Communications using Deep Neural Networks

20 February 2022

Peter K. Relich

Papers citing "Real-time Over-the-air Adversarial Perturbations for Digital Communications using Deep Neural Networks"

12 / 12 papers shown

Title
Double Targeted Universal Adversarial Perturbations Philipp Benz Chaoning Zhang Tooba Imtiaz In So Kweon AAML 70 48 0 07 Oct 2020
Channel-Aware Adversarial Attacks Against Deep Learning-Based Wireless Signal Classifiers Brian Kim Y. Sagduyu Kemal Davaslioglu T. Erpek S. Ulukus AAML 55 115 0 11 May 2020
Evaluating Adversarial Evasion Attacks in the Context of Wireless Communications Bryse Flowers R. M. Buehrer William C. Headley AAML 71 125 0 01 Mar 2019
Adversarial Examples in RF Deep Learning: Detection of the Attack and its Physical Robustness S. Kokalj-Filipovic Rob Miller AAML 54 31 0 16 Feb 2019
Adversarial Attacks on Deep-Learning Based Radio Signal Classification Meysam Sadeghi Erik G. Larsson AAML 40 258 0 23 Aug 2018
Adversarial Examples: Attacks and Defenses for Deep Learning Xiaoyong Yuan Pan He Qile Zhu Xiaolin Li SILM AAML 94 1,622 0 19 Dec 2017
Over the Air Deep Learning Based Radio Signal Classification Tim O'Shea Tamoghna Roy T. Clancy 74 1,081 0 13 Dec 2017
Adversarial Examples Are Not Easily Detected: Bypassing Ten Detection Methods Nicholas Carlini D. Wagner AAML 126 1,857 0 20 May 2017
An Introduction to Deep Learning for the Physical Layer Tim O'Shea J. Hoydis AI4CE 132 2,198 0 02 Feb 2017
Universal adversarial perturbations Seyed-Mohsen Moosavi-Dezfooli Alhussein Fawzi Omar Fawzi P. Frossard AAML 139 2,527 0 26 Oct 2016
Adversarial examples in the physical world Alexey Kurakin Ian Goodfellow Samy Bengio SILM AAML 540 5,897 0 08 Jul 2016
Intriguing properties of neural networks Christian Szegedy Wojciech Zaremba Ilya Sutskever Joan Bruna D. Erhan Ian Goodfellow Rob Fergus AAML 270 14,927 1 21 Dec 2013