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,...

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Main Authors: Mispan, Mohd Syafiq, Wong, Yan Chiew, Kamarudin, Muhammad Raihaan, Ishak, Mohammad Haziq, Korobkov, Mikhail Aleksandrovich
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
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Institution: Universiti Teknikal Malaysia Melaka
Language: English
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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
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