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08/08/2023
EPS: Distinguishable IQ Data Representation for Domain-Adaptation Learning of Device Fingerprints
Deep learning (DL)-based RF fingerprinting (RFFP) technology has emerged...
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07/31/2023
On the Impact of the Hardware Warm-Up Time on Deep Learning-Based RF Fingerprinting
Deep learning-based RF fingerprinting offers great potential for improvi...
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05/16/2023
HiNoVa: A Novel Open-Set Detection Method for Automating RF Device Authentication
New capabilities in wireless network security have been enabled by deep ...
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01/29/2023
ADL-ID: Adversarial Disentanglement Learning for Wireless Device Fingerprinting Temporal Domain Adaptation
As the journey of 5G standardization is coming to an end, academia and i...
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11/14/2022
Uncovering the Portability Limitation of Deep Learning-Based Wireless Device Fingerprints
Recent device fingerprinting approaches rely on deep learning to extract...
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08/31/2022
Deep-Learning-Based Device Fingerprinting for Increased LoRa-IoT Security: Sensitivity to Network Deployment Changes
Deep-learning-based device fingerprinting has recently been recognized a...
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02/20/2022
An Analysis of Complex-Valued CNNs for RF Data-Driven Wireless Device Classification
Recent deep neural network-based device classification studies show that...
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01/06/2022
