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07/09/2021
Scaled-Time-Attention Robust Edge Network
This paper describes a systematic approach towards building a new family...
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10/01/2020
Training Data Augmentation for Deep Learning RF Systems
Applications of machine learning are subject to three major components t...
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05/27/2020
Investigating a Spectral Deception Loss Metric for Training Machine Learning-based Evasion Attacks
Adversarial evasion attacks have been very successful in causing poor pe...
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05/27/2020
Effects of Forward Error Correction on Communications Aware Evasion Attacks
Recent work has shown the impact of adversarial machine learning on deep...
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09/25/2019
Deep Learning for RF Signal Classification in Unknown and Dynamic Spectrum Environments
Dynamic spectrum access (DSA) benefits from detection and classification...
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03/01/2019