Device Authentication Codes based on RF Fingerprinting using Deep Learning
Joshua Bassey, Xiangfang Li, Lijun Qian
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
Topics & Concepts
Computer scienceAuthentication (law)WirelessRadio frequencyCode (set theory)Feature (linguistics)Computer securityTelecommunicationsProgramming languageSet (abstract data type)PhilosophyLinguisticsWireless Signal Modulation ClassificationInternet Traffic Analysis and Secure E-votingAdvanced Photonic Communication Systems