Secure lightweight obfuscated delay-based physical unclonable function design on FPGA
The internet of things (IoT) describes the network of physical objects equipped with sensors and other technologies to exchange data with other devices over the Internet. Due to its inherent flexibility, field-programmable gate array (FPGA) has become a viable platform for IoT development. However,...
Saved in:
Main Authors: | , , , , |
---|---|
Format: | Article |
Language: | English |
Published: |
Institute of Advanced Engineering and Science
2022
|
Online Access: | http://eprints.utem.edu.my/id/eprint/26505/2/2022_SECURE%20LIGHTWEIGHT%20OBFUSCATED%20DELAY-BASED%20PHYSICALUNCLONABLE%20FUNCTION%20DESIGN%20ON%20FPGA.PDF http://eprints.utem.edu.my/id/eprint/26505/ https://beei.org/index.php/EEI/article/view/3265/2585 |
Tags: |
Add Tag
No Tags, Be the first to tag this record!
|
Institution: | Universiti Teknikal Malaysia Melaka |
Language: | English |
id |
my.utem.eprints.26505 |
---|---|
record_format |
eprints |
spelling |
my.utem.eprints.265052023-04-12T10:15:24Z http://eprints.utem.edu.my/id/eprint/26505/ Secure lightweight obfuscated delay-based physical unclonable function design on FPGA Mispan, Mohd Syafiq Wong, Yan Chiew Kamarudin, Muhammad Raihaan Ishak, Mohammad Haziq Korobkov, Mikhail Aleksandrovich The internet of things (IoT) describes the network of physical objects equipped with sensors and other technologies to exchange data with other devices over the Internet. Due to its inherent flexibility, field-programmable gate array (FPGA) has become a viable platform for IoT development. However, various security threats such as FPGA bitstream cloning and intellectual property (IP) piracy have become a major concern for this device. Physical unclonable function (PUF) is a promising hardware finger-printing technology to solve the above problems. Several PUFs have been proposed, including the implementation of reconfigurable-XOR PUF (R-XOR PUF) and multi-PUF (MPUF) on the FPGA. However, these proposed PUFs have drawbacks, such as high delay imbalances caused by routing constraints. Therefore, in this study, we explore relative placement method to implement the symmetric routing in the obfuscated delay- based PUF on the FPGA board. The delay analysis result proves that our methodto implement the symmetric routing was successful. Therefore, our work has achieved good PUF quality with uniqueness of 48.75%, reliability of 99.99%, and uniformity of 52.5%. Moreover, by using the obfuscation method, which is an Arbiter-PUF combined with a random challenge permutation technique, we reduced the vulnerability of Arbiter-PUF against machine learning attacks to 44.50%. Institute of Advanced Engineering and Science 2022-04 Article PeerReviewed text en http://eprints.utem.edu.my/id/eprint/26505/2/2022_SECURE%20LIGHTWEIGHT%20OBFUSCATED%20DELAY-BASED%20PHYSICALUNCLONABLE%20FUNCTION%20DESIGN%20ON%20FPGA.PDF Mispan, Mohd Syafiq and Wong, Yan Chiew and Kamarudin, Muhammad Raihaan and Ishak, Mohammad Haziq and Korobkov, Mikhail Aleksandrovich (2022) Secure lightweight obfuscated delay-based physical unclonable function design on FPGA. Bulletin of Electrical Engineering and Informatics, 11 (2). pp. 1075-1083. ISSN 2089-3191 https://beei.org/index.php/EEI/article/view/3265/2585 10.11591/eei.v11i2.3265 |
institution |
Universiti Teknikal Malaysia Melaka |
building |
UTEM Library |
collection |
Institutional Repository |
continent |
Asia |
country |
Malaysia |
content_provider |
Universiti Teknikal Malaysia Melaka |
content_source |
UTEM Institutional Repository |
url_provider |
http://eprints.utem.edu.my/ |
language |
English |
description |
The internet of things (IoT) describes the network of physical objects equipped with sensors and other technologies to exchange data with other devices over the Internet.
Due to its inherent flexibility, field-programmable gate array (FPGA) has become a viable platform for IoT development. However, various security threats such as FPGA bitstream cloning and intellectual property (IP) piracy have become a major concern for this device. Physical unclonable function (PUF) is a promising hardware finger-printing technology to solve the above problems. Several PUFs have been proposed,
including the implementation of reconfigurable-XOR PUF (R-XOR PUF) and multi-PUF (MPUF) on the FPGA. However, these proposed PUFs have drawbacks, such as high delay imbalances caused by routing constraints. Therefore, in this study, we explore relative placement method to implement the symmetric routing in the obfuscated delay- based PUF on the FPGA board. The delay analysis result proves that our methodto implement the symmetric routing was successful. Therefore, our work has achieved good PUF quality with uniqueness of 48.75%, reliability of 99.99%, and uniformity of 52.5%. Moreover, by using the obfuscation method, which is an Arbiter-PUF combined with a random challenge permutation technique, we reduced the vulnerability of
Arbiter-PUF against machine learning attacks to 44.50%. |
format |
Article |
author |
Mispan, Mohd Syafiq Wong, Yan Chiew Kamarudin, Muhammad Raihaan Ishak, Mohammad Haziq Korobkov, Mikhail Aleksandrovich |
spellingShingle |
Mispan, Mohd Syafiq Wong, Yan Chiew Kamarudin, Muhammad Raihaan Ishak, Mohammad Haziq Korobkov, Mikhail Aleksandrovich Secure lightweight obfuscated delay-based physical unclonable function design on FPGA |
author_facet |
Mispan, Mohd Syafiq Wong, Yan Chiew Kamarudin, Muhammad Raihaan Ishak, Mohammad Haziq Korobkov, Mikhail Aleksandrovich |
author_sort |
Mispan, Mohd Syafiq |
title |
Secure lightweight obfuscated delay-based physical
unclonable function design on FPGA |
title_short |
Secure lightweight obfuscated delay-based physical
unclonable function design on FPGA |
title_full |
Secure lightweight obfuscated delay-based physical
unclonable function design on FPGA |
title_fullStr |
Secure lightweight obfuscated delay-based physical
unclonable function design on FPGA |
title_full_unstemmed |
Secure lightweight obfuscated delay-based physical
unclonable function design on FPGA |
title_sort |
secure lightweight obfuscated delay-based physical
unclonable function design on fpga |
publisher |
Institute of Advanced Engineering and Science |
publishDate |
2022 |
url |
http://eprints.utem.edu.my/id/eprint/26505/2/2022_SECURE%20LIGHTWEIGHT%20OBFUSCATED%20DELAY-BASED%20PHYSICALUNCLONABLE%20FUNCTION%20DESIGN%20ON%20FPGA.PDF http://eprints.utem.edu.my/id/eprint/26505/ https://beei.org/index.php/EEI/article/view/3265/2585 |
_version_ |
1762965508207935488 |