Ring oscillator physically unclonable function using sequential ring oscillator pairs for more challenge-response-pairs
The ring oscillator physically unclonable function (ROPUF) is one of the several types of PUF that has great potential to be used for security purposes. An alternative ROPUF design is proposed with two major differences. Firstly, the memristor is included in the ring oscillators as it is claimed to...
Saved in:
Main Authors: | , , , |
---|---|
Format: | Article |
Language: | English |
Published: |
2020
|
Tags: |
Add Tag
No Tags, Be the first to tag this record!
|
id |
my.uniten.dspace-13123 |
---|---|
record_format |
dspace |
spelling |
my.uniten.dspace-131232020-07-06T08:09:23Z Ring oscillator physically unclonable function using sequential ring oscillator pairs for more challenge-response-pairs Teo, J.H.L. Hashim, N.A.N. Ghazali, A. Hamid, F.A. The ring oscillator physically unclonable function (ROPUF) is one of the several types of PUF that has great potential to be used for security purposes. An alternative ROPUF design is proposed with two major differences. Firstly, the memristor is included in the ring oscillators as it is claimed to produce a more random oscillation frequency. Other reasons are its memory-like properties and variable memristance, relative compatibility with CMOS, and small size. Secondly, a different method of generating the response is implemented whereby a sequence of selection of ring oscillator pairs are used to generate a multiple bit response, rather than using only one ring oscillator pair to generate a single bit response. This method significantly expands the set of challenge-response pairs. The proposed memristor-based ROPUF shows 48.57%, 51.43%, and 51.43% for uniqueness, uniformity, and bit-aliasing, respectively. Also, modelling by support vector machine (SVM) on the proposed memristor-based ROPUF only shows 61.95% accuracy, thereby indicating strong resistance against SVM. © 2019 Institute of Advanced Engineering and Science. 2020-02-03T03:30:33Z 2020-02-03T03:30:33Z 2019 Article 10.11591/ijeecs.v13.i3.pp892-901 en |
institution |
Universiti Tenaga Nasional |
building |
UNITEN Library |
collection |
Institutional Repository |
continent |
Asia |
country |
Malaysia |
content_provider |
Universiti Tenaga Nasional |
content_source |
UNITEN Institutional Repository |
url_provider |
http://dspace.uniten.edu.my/ |
language |
English |
description |
The ring oscillator physically unclonable function (ROPUF) is one of the several types of PUF that has great potential to be used for security purposes. An alternative ROPUF design is proposed with two major differences. Firstly, the memristor is included in the ring oscillators as it is claimed to produce a more random oscillation frequency. Other reasons are its memory-like properties and variable memristance, relative compatibility with CMOS, and small size. Secondly, a different method of generating the response is implemented whereby a sequence of selection of ring oscillator pairs are used to generate a multiple bit response, rather than using only one ring oscillator pair to generate a single bit response. This method significantly expands the set of challenge-response pairs. The proposed memristor-based ROPUF shows 48.57%, 51.43%, and 51.43% for uniqueness, uniformity, and bit-aliasing, respectively. Also, modelling by support vector machine (SVM) on the proposed memristor-based ROPUF only shows 61.95% accuracy, thereby indicating strong resistance against SVM. © 2019 Institute of Advanced Engineering and Science. |
format |
Article |
author |
Teo, J.H.L. Hashim, N.A.N. Ghazali, A. Hamid, F.A. |
spellingShingle |
Teo, J.H.L. Hashim, N.A.N. Ghazali, A. Hamid, F.A. Ring oscillator physically unclonable function using sequential ring oscillator pairs for more challenge-response-pairs |
author_facet |
Teo, J.H.L. Hashim, N.A.N. Ghazali, A. Hamid, F.A. |
author_sort |
Teo, J.H.L. |
title |
Ring oscillator physically unclonable function using sequential ring oscillator pairs for more challenge-response-pairs |
title_short |
Ring oscillator physically unclonable function using sequential ring oscillator pairs for more challenge-response-pairs |
title_full |
Ring oscillator physically unclonable function using sequential ring oscillator pairs for more challenge-response-pairs |
title_fullStr |
Ring oscillator physically unclonable function using sequential ring oscillator pairs for more challenge-response-pairs |
title_full_unstemmed |
Ring oscillator physically unclonable function using sequential ring oscillator pairs for more challenge-response-pairs |
title_sort |
ring oscillator physically unclonable function using sequential ring oscillator pairs for more challenge-response-pairs |
publishDate |
2020 |
_version_ |
1672614207899566080 |
score |
13.222552 |