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Configurations of memristor-based APUF for improved performance

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dc.citedby3
dc.contributor.authorTeo J.H.L.en_US
dc.contributor.authorHashim N.A.N.en_US
dc.contributor.authorGhazali A.en_US
dc.contributor.authorHamid F.A.en_US
dc.contributor.authorid57191483647en_US
dc.contributor.authorid57191482406en_US
dc.contributor.authorid36441299400en_US
dc.contributor.authorid6603573875en_US
dc.date.accessioned2023-05-29T07:26:39Z
dc.date.available2023-05-29T07:26:39Z
dc.date.issued2019
dc.description.abstractThe memristor-based arbiter PUF (APUF) has great potential to be used for hardware security purposes. Its advantage is in its challenge-dependent delays, which cannot be modeled by machine learning algorithms. In this paper, further improvement is proposed, which are circuit configurations to the memristor-based APUF. Two configuration aspects were introduced namely varying the number of memristor per transistor, and the number of challenge and response bits. The purpose of the configurations is to introduce additional variation to the PUF, thereby improve PUF performance in terms of uniqueness, uniformity, and bit-aliasing; as well as resistance against support vector machine (SVM). Monte Carlo simulations were carried out on 180 nm and 130 nm, where both CMOS technologies have produced uniqueness, uniformity, and bit-aliasing values close to the ideal 50%; as well as SVM prediction accuracies no higher than 52.3%, therefore indicating excellent PUF performance. � 2019 Institute of Advanced Engineering and Science.en_US
dc.description.natureFinalen_US
dc.identifier.doi10.11591/eei.v8i1.1401
dc.identifier.epage82
dc.identifier.issue1
dc.identifier.scopus2-s2.0-85065259811
dc.identifier.spage74
dc.identifier.urihttps://www.scopus.com/inward/record.uri?eid=2-s2.0-85065259811&doi=10.11591%2feei.v8i1.1401&partnerID=40&md5=4b5a4687c013af569d816ae18da96d9f
dc.identifier.urihttps://irepository.uniten.edu.my/handle/123456789/24751
dc.identifier.volume8
dc.publisherInstitute of Advanced Engineering and Scienceen_US
dc.relation.ispartofAll Open Access, Bronze, Green
dc.sourceScopus
dc.sourcetitleBulletin of Electrical Engineering and Informatics
dc.titleConfigurations of memristor-based APUF for improved performanceen_US
dc.typeArticleen_US
dspace.entity.typePublication
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