Device Authentication Codes based on RF Fingerprinting using Deep Learning

Bassey, Joshua and Li, Xiangfang and Qian, Lijun (2021) Device Authentication Codes based on RF Fingerprinting using Deep Learning. EAI Endorsed Transactions on Security and Safety.

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Abstract

In this paper, we propose Device Authentication Code (DAC), a novel method for authenticating IoT devices
with wireless interface, by exploiting their radio frequency (RF) signatures. The proposed DAC is based on RF fingerprinting, an information-theoretic method, feature learning, and the discrimi

Item Type: Article
Date Deposited: 04 Mar 2026 14:52
Last Modified: 11 Apr 2026 15:24
URI: http://eprints.eai.eu/id/eprint/36826

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