PAST-AI: Physical-Layer Authentication of Satellite Transmitters via Deep Learning

PAST-AI: Physical-Layer Authentication of Satellite Transmitters via Deep Learning

<p dir="ltr">Physical-layer security is regaining traction in the research community, due to the performance boost introduced by deep learning classification algorithms. This is particularly true for sender authentication in wireless communications via radio fingerprinting. However,...

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Bibliographic Details
Main Author: Gabriele Oligeri (14151426) (author)
Other Authors: Savio Sciancalepore (16864152) (author), Simone Raponi (14158911) (author), Roberto Di Pietro (16875987) (author)
Published: 2022
Subjects:
Engineering
Communications engineering
Information and computing sciences
Artificial intelligence
Cybersecurity and privacy
Distributed computing and systems software
Machine learning
Satellite broadcasting
Authentication
Convolutional neural networks
Symbols
Wireless communication
Task analysis
Feature extraction
Physical-layer security
Satellite systems security
Applications of artificial intelligence for security
Wireless security
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