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09/07/2023
Experimental Study of Adversarial Attacks on ML-based xApps in O-RAN
Open Radio Access Network (O-RAN) is considered as a major step in the e...
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12/21/2021
Covert Communications via Adversarial Machine Learning and Reconfigurable Intelligent Surfaces
By moving from massive antennas to antenna surfaces for software-defined...
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09/16/2021
Adversarial Attacks against Deep Learning Based Power Control in Wireless Communications
We consider adversarial machine learning based attacks on power allocati...
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03/25/2021
Adversarial Attacks on Deep Learning Based mmWave Beam Prediction in 5G and Beyond
Deep learning provides powerful means to learn from spectrum data and so...
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12/03/2020
Channel Effects on Surrogate Models of Adversarial Attacks against Wireless Signal Classifiers
We consider a wireless communication system that consists of a backgroun...
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07/31/2020
Adversarial Attacks with Multiple Antennas Against Deep Learning-Based Modulation Classifiers
We consider a wireless communication system, where a transmitter sends s...
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05/15/2020
How to Make 5G Communications "Invisible": Adversarial Machine Learning for Wireless Privacy
We consider the problem of hiding wireless communications from an eavesd...
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05/11/2020
Channel-Aware Adversarial Attacks Against Deep Learning-Based Wireless Signal Classifiers
This paper presents channel-aware adversarial attacks against deep learn...
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02/05/2020