Channel-Aware Adversarial Attacks Against Deep Learning-Based Wireless
Signal Classifiers

Channel-Aware Adversarial Attacks Against Deep Learning-Based Wireless Signal Classifiers

11 May 2020

Kemal Davaslioglu

Papers citing "Channel-Aware Adversarial Attacks Against Deep Learning-Based Wireless Signal Classifiers"

14 / 14 papers shown

Title
Adversarial Attacks on LoRa Device Identification and Rogue Signal Detection with Deep Learning Y. Sagduyu T. Erpek 24 2 0 27 Dec 2023
Is Semantic Communications Secure? A Tale of Multi-Domain Adversarial Attacks Y. Sagduyu T. Erpek S. Ulukus Aylin Yener AAML 37 14 0 20 Dec 2022
Task-Oriented Communications for NextG: End-to-End Deep Learning and AI Security Aspects Y. Sagduyu S. Ulukus Aylin Yener AAML 30 25 0 19 Dec 2022
Adversarial Attack on Radar-based Environment Perception Systems Amira Guesmi Ihsen Alouani AAML 33 2 0 02 Nov 2022
Maximum Likelihood Distillation for Robust Modulation Classification Javier Maroto Gérôme Bovet P. Frossard AAML 13 5 0 01 Nov 2022
Spectrum Focused Frequency Adversarial Attacks for Automatic Modulation Classification Sicheng Zhang Jiarun Yu Zhida Bao S. Mao Yun Lin AAML 20 9 0 03 Aug 2022
Adversarial Attacks against Deep Learning Based Power Control in Wireless Communications Brian Kim Yi Shi Y. Sagduyu T. Erpek S. Ulukus AAML 22 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
Robust Adversarial Attacks Against DNN-Based Wireless Communication Systems Alireza Bahramali Milad Nasr Amir Houmansadr Dennis Goeckel Don Towsley AAML 40 53 0 01 Feb 2021
Adversarial Machine Learning for Flooding Attacks on 5G Radio Access Network Slicing Yi Shi Y. Sagduyu AAML AI4CE 41 29 0 21 Jan 2021
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
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 46 68 0 05 Feb 2020
An Introduction to Deep Learning for the Physical Layer Tim O'Shea J. Hoydis AI4CE 89 2,172 0 02 Feb 2017
Adversarial examples in the physical world Alexey Kurakin Ian Goodfellow Samy Bengio SILM AAML 287 5,842 0 08 Jul 2016