CMOS Image Sensor Based Physical Unclonable Function for Coherent Sensor-Level Authentication

In the applications of biometric authentication and video surveillance, the image sensor is expected to provide certain degree of trust and resiliency. This paper presents a new low-cost CMOS image sensor based physical unclonable function (PUF) targeting a variety of security, privacy and trusted p...

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Main Authors: Cao, Yuan, Zhang, Le, Zalivaka, Siarhei S., Chang, Chip-Hong, Chen, Shoushun
Other Authors: School of Electrical and Electronic Engineering
Format: Article
Language:English
Published: 2016
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Online Access:https://hdl.handle.net/10356/82927
http://hdl.handle.net/10220/40368
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Institution: Nanyang Technological University
Language: English
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spelling sg-ntu-dr.10356-829272020-03-07T13:57:24Z CMOS Image Sensor Based Physical Unclonable Function for Coherent Sensor-Level Authentication Cao, Yuan Zhang, Le Zalivaka, Siarhei S. Chang, Chip-Hong Chen, Shoushun School of Electrical and Electronic Engineering Device authentication Random number generator Process variation Physical Unclonable Function CMOS image sensor Trusted integrated circuits In the applications of biometric authentication and video surveillance, the image sensor is expected to provide certain degree of trust and resiliency. This paper presents a new low-cost CMOS image sensor based physical unclonable function (PUF) targeting a variety of security, privacy and trusted protocols that involves image sensor as a trusted entity. The proposed PUF exploits the intrinsic imperfection during the image sensor manufacturing process to generate unique and reliable digital signatures. The proposed differential readout stabilizes the response bits extracted from the random fixed pattern noises of selected pixel pairs determined by the applied challenge against supply voltage and temperature variations. The threshold of difference can be tightened to winnow out more unstable response bits from the challenge-response space offered by modern image sensors to enhance the reliability under harsher operating conditions and loosened to improve its resiliency against masquerade attacks in routine operating environment. The proposed design can be classified as a weak PUF which is resilient to modeling attacks, with direct access to its challenge-response pair restricted by the linear feedback shift register. Our experiments on the reset voltages extracted from a 64 × 64 image sensor fabricated in 180 nm 3.3 V CMOS technology demonstrated that robust and reliable challenge-response pairs can be generated with a uniqueness of 49.37% and a reliability of 99.80% under temperature variations of 15∼ 115°C and supply voltage variations of 3∼ 3.6V MOE (Min. of Education, S’pore) Accepted version 2016-04-01T03:23:49Z 2019-12-06T15:08:23Z 2016-04-01T03:23:49Z 2019-12-06T15:08:23Z 2015 Journal Article Cao, Y., Zhang, L., Zalivaka, S. S., Chang, C. H., & Chen, S. (2015). CMOS Image Sensor Based Physical Unclonable Function for Coherent Sensor-Level Authentication. IEEE Transactions on Circuits and Systems I: Regular Papers, 62(11), 2629-2640. 1549-8328 https://hdl.handle.net/10356/82927 http://hdl.handle.net/10220/40368 10.1109/TCSI.2015.2476318 en IEEE Transactions on Circuits and Systems I: Regular Papers © 2015 IEEE. Personal use of this material is permitted. Permission from IEEE must be obtained for all other uses, in any current or future media, including reprinting/republishing this material for advertising or promotional purposes, creating new collective works, for resale or redistribution to servers or lists, or reuse of any copyrighted component of this work in other works. The published version is available at: [http://dx.doi.org/10.1109/TCSI.2015.2476318]. 12 p. application/pdf
institution Nanyang Technological University
building NTU Library
country Singapore
collection DR-NTU
language English
topic Device authentication
Random number generator
Process variation
Physical Unclonable Function
CMOS image sensor
Trusted integrated circuits
spellingShingle Device authentication
Random number generator
Process variation
Physical Unclonable Function
CMOS image sensor
Trusted integrated circuits
Cao, Yuan
Zhang, Le
Zalivaka, Siarhei S.
Chang, Chip-Hong
Chen, Shoushun
CMOS Image Sensor Based Physical Unclonable Function for Coherent Sensor-Level Authentication
description In the applications of biometric authentication and video surveillance, the image sensor is expected to provide certain degree of trust and resiliency. This paper presents a new low-cost CMOS image sensor based physical unclonable function (PUF) targeting a variety of security, privacy and trusted protocols that involves image sensor as a trusted entity. The proposed PUF exploits the intrinsic imperfection during the image sensor manufacturing process to generate unique and reliable digital signatures. The proposed differential readout stabilizes the response bits extracted from the random fixed pattern noises of selected pixel pairs determined by the applied challenge against supply voltage and temperature variations. The threshold of difference can be tightened to winnow out more unstable response bits from the challenge-response space offered by modern image sensors to enhance the reliability under harsher operating conditions and loosened to improve its resiliency against masquerade attacks in routine operating environment. The proposed design can be classified as a weak PUF which is resilient to modeling attacks, with direct access to its challenge-response pair restricted by the linear feedback shift register. Our experiments on the reset voltages extracted from a 64 × 64 image sensor fabricated in 180 nm 3.3 V CMOS technology demonstrated that robust and reliable challenge-response pairs can be generated with a uniqueness of 49.37% and a reliability of 99.80% under temperature variations of 15∼ 115°C and supply voltage variations of 3∼ 3.6V
author2 School of Electrical and Electronic Engineering
author_facet School of Electrical and Electronic Engineering
Cao, Yuan
Zhang, Le
Zalivaka, Siarhei S.
Chang, Chip-Hong
Chen, Shoushun
format Article
author Cao, Yuan
Zhang, Le
Zalivaka, Siarhei S.
Chang, Chip-Hong
Chen, Shoushun
author_sort Cao, Yuan
title CMOS Image Sensor Based Physical Unclonable Function for Coherent Sensor-Level Authentication
title_short CMOS Image Sensor Based Physical Unclonable Function for Coherent Sensor-Level Authentication
title_full CMOS Image Sensor Based Physical Unclonable Function for Coherent Sensor-Level Authentication
title_fullStr CMOS Image Sensor Based Physical Unclonable Function for Coherent Sensor-Level Authentication
title_full_unstemmed CMOS Image Sensor Based Physical Unclonable Function for Coherent Sensor-Level Authentication
title_sort cmos image sensor based physical unclonable function for coherent sensor-level authentication
publishDate 2016
url https://hdl.handle.net/10356/82927
http://hdl.handle.net/10220/40368
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