On physical-layer authentication via online transfer learning
This article introduces a novel physical-layer (PHY-layer) authentication scheme, called
transfer learning-based PHY-layer authentication (TL-PHA), aiming to achieve fast online …
transfer learning-based PHY-layer authentication (TL-PHA), aiming to achieve fast online …
Channel prediction and transmitter authentication with adversarially-trained recurrent neural networks
KS Germain, F Kragh - IEEE Open Journal of the …, 2021 - ieeexplore.ieee.org
As wireless communications and interconnected networks become ubiquitous and relied
upon, they must also remain secure. Advanced communication systems that use techniques …
upon, they must also remain secure. Advanced communication systems that use techniques …
[PDF][PDF] ADVERSARIAL MACHINE LEARNING FOR PHYSICAL-LAYER AUTHENTICATION
KW St Germain - 2021 - apps.dtic.mil
In this dissertation, we propose the use of adversarial machine learning to characterize
wireless radio transmitters for the purpose of physical-layer authentication. Wireless …
wireless radio transmitters for the purpose of physical-layer authentication. Wireless …