A hybrid biometric template protection algorithm in fingerprint biometric system

Biometric recognition has achieved a considerable popularity in recent years due its various properties and widespread application in various sectors. These include very top priority sectors like countries boundary security, military, space missions, banks etc. Due to these reasons the stealing of b...

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Main Author:	Erachampat, Shajal
Format:	Thesis
Language:	English
Published:	2017
Subjects:	QA75 Electronic computers Computer science
Online Access:	http://eprints.utm.my/id/eprint/86986/1/ShajalErachampatMFC2017.pdf
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id	my-utm-ep.86986
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spelling	my-utm-ep.869862020-10-31T12:16:31Z A hybrid biometric template protection algorithm in fingerprint biometric system 2017 Erachampat, Shajal QA75 Electronic computers. Computer science Biometric recognition has achieved a considerable popularity in recent years due its various properties and widespread application in various sectors. These include very top priority sectors like countries boundary security, military, space missions, banks etc. Due to these reasons the stealing of biometric information is a critical issue. To protect this user biometric template information there should be efficient biometric template transformation technique and thereby the privacy of user is preserved. Non-invertible transformation can keep the user template based transformed information maximum secure against the regeneration. But the performance of non-invertible template protection mechanism will be reduced by the increase in security. This limitation of non-invertible biometric transformation should be solved. This research aims to develop a hybrid biometric template protection algorithm to keep up a balance between security and performance in fingerprint biometric system. The hybrid biometric template protection algorithm is developed from the combination of non-invertible biometric transformation and biometric key generation techniques. To meet the research objective this proposed framework composed of three phases: First phase focus on the extraction of fingerprint minutiae and formation of vector table, while second phase focus on develop a hybrid biometric template protection algorithm and finally the third phase focus on evaluation of performance of the proposed algorithm. 2017 Thesis http://eprints.utm.my/id/eprint/86986/ http://eprints.utm.my/id/eprint/86986/1/ShajalErachampatMFC2017.pdf application/pdf en public http://dms.library.utm.my:8080/vital/access/manager/Repository/vital:132598 masters Universiti Teknologi Malaysia, Faculty of Computing Faculty of Computing
institution	Universiti Teknologi Malaysia
collection	UTM Institutional Repository
language	English
topic	QA75 Electronic computers Computer science
spellingShingle	QA75 Electronic computers Computer science Erachampat, Shajal A hybrid biometric template protection algorithm in fingerprint biometric system
description	Biometric recognition has achieved a considerable popularity in recent years due its various properties and widespread application in various sectors. These include very top priority sectors like countries boundary security, military, space missions, banks etc. Due to these reasons the stealing of biometric information is a critical issue. To protect this user biometric template information there should be efficient biometric template transformation technique and thereby the privacy of user is preserved. Non-invertible transformation can keep the user template based transformed information maximum secure against the regeneration. But the performance of non-invertible template protection mechanism will be reduced by the increase in security. This limitation of non-invertible biometric transformation should be solved. This research aims to develop a hybrid biometric template protection algorithm to keep up a balance between security and performance in fingerprint biometric system. The hybrid biometric template protection algorithm is developed from the combination of non-invertible biometric transformation and biometric key generation techniques. To meet the research objective this proposed framework composed of three phases: First phase focus on the extraction of fingerprint minutiae and formation of vector table, while second phase focus on develop a hybrid biometric template protection algorithm and finally the third phase focus on evaluation of performance of the proposed algorithm.
format	Thesis
qualification_level	Master's degree
author	Erachampat, Shajal
author_facet	Erachampat, Shajal
author_sort	Erachampat, Shajal
title	A hybrid biometric template protection algorithm in fingerprint biometric system
title_short	A hybrid biometric template protection algorithm in fingerprint biometric system
title_full	A hybrid biometric template protection algorithm in fingerprint biometric system
title_fullStr	A hybrid biometric template protection algorithm in fingerprint biometric system
title_full_unstemmed	A hybrid biometric template protection algorithm in fingerprint biometric system
title_sort	hybrid biometric template protection algorithm in fingerprint biometric system
granting_institution	Universiti Teknologi Malaysia, Faculty of Computing
granting_department	Faculty of Computing
publishDate	2017
url	http://eprints.utm.my/id/eprint/86986/1/ShajalErachampatMFC2017.pdf
_version_	1747818518355640320

A hybrid biometric template protection algorithm in fingerprint biometric system

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