Design And Implementation Of Multiplexed And Obfuscated Physical Unclonable Function.
Model building attack on Physical Unclonable Functions (PUFs) by using machine learning (ML) techniques has been a focus in the PUF research area. PUF is a hardware security primitive which can extract unique hardware characteristics (i.e., device-specific) by exploiting the intrinsic manufacturing...
Saved in:
| Main Authors: | , , , , |
|---|---|
| Format: | Article |
| Language: | en |
| Published: |
Institute Of Advanced Engineering And Science (IAES)
2021
|
| Online Access: | http://eprints.utem.edu.my/id/eprint/25665/2/2021_DESIGN%20AND%20IMPLEMENTATION%20OF%20MULTIPLEXED%20AND%20OBFUSCATED%20PHYSICAL%20UNCLONABLE%20FUNCTION.PDF http://eprints.utem.edu.my/id/eprint/25665/ http://section.iaesonline.com/index.php/IJEEI/article/view/2664/593 |
| Tags: |
Add Tag
No Tags, Be the first to tag this record!
|
| _version_ | 1832718234837581824 |
|---|---|
| author | Mispan, Mohd Syafiq Jidin, Aiman Zakwan Mohd Nasir, Haslinah Hafez, Sarkawi Ramlee, Radi Husin |
| author_facet | Mispan, Mohd Syafiq Jidin, Aiman Zakwan Mohd Nasir, Haslinah Hafez, Sarkawi Ramlee, Radi Husin |
| author_sort | Mispan, Mohd Syafiq |
| building | UTEM Library |
| collection | Institutional Repository |
| content_provider | Universiti Teknikal Malaysia Melaka |
| content_source | UTEM Institutional Repository |
| continent | Asia |
| country | Malaysia |
| description | Model building attack on Physical Unclonable Functions (PUFs) by using machine learning (ML) techniques has been a focus in the PUF research area. PUF is a hardware security primitive which can extract unique hardware characteristics (i.e., device-specific) by exploiting the intrinsic manufacturing process variations during integrated circuit (IC) fabrication. The nature of the manufacturing process variations which is random and complex makes a PUF realistically and physically impossible to clone atom-by-atom. Nevertheless, its function is vulnerable to model-building attacks by using ML techniques. Arbiter-PUF is one of the earliest proposed delay-based PUFs which is vulnerable to ML-attack. In the past, several techniques have been proposed to increase its resiliency, but often has to sacrifice the reproducibility of the Arbiter-PUF response. In this paper, we propose a new derivative of Arbiter-PUF which is called Mixed Arbiter-PUF (MA-PUF). Four Arbiter-PUFs are combined and their outputs are multiplexed to generate the final response. We show that MA-PUF has good properties of uniqueness, reliability, and uniformity. Moreover, the resilient of MA-PUF against ML-attack is 15% better than a conventional Arbiter-PUF. The predictability of MA-PUF close to 65% could be achieved when combining with challenge permutation technique |
| format | Article |
| id | my.utem.eprints-25665 |
| institution | Universiti Teknikal Malaysia Melaka |
| language | en |
| publishDate | 2021 |
| publisher | Institute Of Advanced Engineering And Science (IAES) |
| record_format | eprints |
| spelling | my.utem.eprints-256652022-03-14T10:34:08Z http://eprints.utem.edu.my/id/eprint/25665/ Design And Implementation Of Multiplexed And Obfuscated Physical Unclonable Function. Mispan, Mohd Syafiq Jidin, Aiman Zakwan Mohd Nasir, Haslinah Hafez, Sarkawi Ramlee, Radi Husin Model building attack on Physical Unclonable Functions (PUFs) by using machine learning (ML) techniques has been a focus in the PUF research area. PUF is a hardware security primitive which can extract unique hardware characteristics (i.e., device-specific) by exploiting the intrinsic manufacturing process variations during integrated circuit (IC) fabrication. The nature of the manufacturing process variations which is random and complex makes a PUF realistically and physically impossible to clone atom-by-atom. Nevertheless, its function is vulnerable to model-building attacks by using ML techniques. Arbiter-PUF is one of the earliest proposed delay-based PUFs which is vulnerable to ML-attack. In the past, several techniques have been proposed to increase its resiliency, but often has to sacrifice the reproducibility of the Arbiter-PUF response. In this paper, we propose a new derivative of Arbiter-PUF which is called Mixed Arbiter-PUF (MA-PUF). Four Arbiter-PUFs are combined and their outputs are multiplexed to generate the final response. We show that MA-PUF has good properties of uniqueness, reliability, and uniformity. Moreover, the resilient of MA-PUF against ML-attack is 15% better than a conventional Arbiter-PUF. The predictability of MA-PUF close to 65% could be achieved when combining with challenge permutation technique Institute Of Advanced Engineering And Science (IAES) 2021 Article PeerReviewed text en http://eprints.utem.edu.my/id/eprint/25665/2/2021_DESIGN%20AND%20IMPLEMENTATION%20OF%20MULTIPLEXED%20AND%20OBFUSCATED%20PHYSICAL%20UNCLONABLE%20FUNCTION.PDF Mispan, Mohd Syafiq and Jidin, Aiman Zakwan and Mohd Nasir, Haslinah and Hafez, Sarkawi and Ramlee, Radi Husin (2021) Design And Implementation Of Multiplexed And Obfuscated Physical Unclonable Function. Indonesian Journal Of Electrical Engineering And Informatics (IJEEI), 9 (1). pp. 91-100. ISSN 2089-3272 http://section.iaesonline.com/index.php/IJEEI/article/view/2664/593 10.52549/ijeei.v9i1.2664 |
| spellingShingle | Mispan, Mohd Syafiq Jidin, Aiman Zakwan Mohd Nasir, Haslinah Hafez, Sarkawi Ramlee, Radi Husin Design And Implementation Of Multiplexed And Obfuscated Physical Unclonable Function. |
| title | Design And Implementation Of Multiplexed And Obfuscated Physical Unclonable Function. |
| title_full | Design And Implementation Of Multiplexed And Obfuscated Physical Unclonable Function. |
| title_fullStr | Design And Implementation Of Multiplexed And Obfuscated Physical Unclonable Function. |
| title_full_unstemmed | Design And Implementation Of Multiplexed And Obfuscated Physical Unclonable Function. |
| title_short | Design And Implementation Of Multiplexed And Obfuscated Physical Unclonable Function. |
| title_sort | design and implementation of multiplexed and obfuscated physical unclonable function. |
| url | http://eprints.utem.edu.my/id/eprint/25665/2/2021_DESIGN%20AND%20IMPLEMENTATION%20OF%20MULTIPLEXED%20AND%20OBFUSCATED%20PHYSICAL%20UNCLONABLE%20FUNCTION.PDF http://eprints.utem.edu.my/id/eprint/25665/ http://section.iaesonline.com/index.php/IJEEI/article/view/2664/593 |
| url_provider | http://eprints.utem.edu.my/ |