A new biometric template protection based on secure data hiding approach

Biometrics is a technology that has been widely used in many official and commercial identification applications. The extracted features from the biometric sample is called biometric template which is used during a biometric authentication process. The security of templates is the critical part of b...

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Main Authors:	Khalaf, Emad Taha, Norrozila, Sulaiman
Format:	Article
Language:	English
Published:	Asian Research Publishing Network (ARPN) 2015
Subjects:	QA76 Computer software
Online Access:	http://umpir.ump.edu.my/id/eprint/21529/ http://umpir.ump.edu.my/id/eprint/21529/ http://umpir.ump.edu.my/id/eprint/21529/1/A%20new%20biometric%20template%20protection%20based%20on%20secure%20data%20hiding%20approach.pdf

id	ump-21529
recordtype	eprints
spelling	ump-215292018-07-09T06:19:08Z http://umpir.ump.edu.my/id/eprint/21529/ A new biometric template protection based on secure data hiding approach Khalaf, Emad Taha Norrozila, Sulaiman QA76 Computer software Biometrics is a technology that has been widely used in many official and commercial identification applications. The extracted features from the biometric sample is called biometric template which is used during a biometric authentication process. The security of templates is the critical part of biometric system and one of the most crucial issues in designing a secure system. The proposed approach focused on combining data hiding and biometrics to take advantage of the benefits of both fields and develop the hiding technique to find a secure solution for protecting biometric data. We deal with dental as a first biometric source and a user's speech as a second biometric source at same time it a reliable key from a user's speech for enhanced the security of the system. Two of the popular methods are combined DWT and DCT in the proposed security system (SDHA) for embedding and extraction the secret data in order to compensate the drawbacks of both of them and to make the hidden information much more secure against the attacks, Wavelet Transform which use Dyadic Filters to decompose cover image into 4-Levels (HH, HL, LH and LL) and Discrete Cosine Transforms to convert a signal of the selected coefficients (HH, HL and LH) into elementary frequency components. Simply the proposed hiding method are summarized by dividing the secret data into three sections according to the percentages that have been entered by a user then distribute these sections into the three chosen coefficient sets (HH,HL and LH) of the cover image which is an excellent secure locations for data hiding. The results show the efficiency of the proposed method comparing with other method that used skin tone region of images, DWT method and simple LSB method. Asian Research Publishing Network (ARPN) 2015 Article PeerReviewed pdf en http://umpir.ump.edu.my/id/eprint/21529/1/A%20new%20biometric%20template%20protection%20based%20on%20secure%20data%20hiding%20approach.pdf Khalaf, Emad Taha and Norrozila, Sulaiman (2015) A new biometric template protection based on secure data hiding approach. ARPN Journal of Engineering and Applied Sciences, 10 (2). pp. 480-487. ISSN 1819-6608 http://www.arpnjournals.com/jeas/research_papers/rp_2015/jeas_0215_1480.pdf
repository_type	Digital Repository
institution_category	Local University
institution	Universiti Malaysia Pahang
building	UMP Institutional Repository
collection	Online Access
language	English
topic	QA76 Computer software
spellingShingle	QA76 Computer software Khalaf, Emad Taha Norrozila, Sulaiman A new biometric template protection based on secure data hiding approach
description	Biometrics is a technology that has been widely used in many official and commercial identification applications. The extracted features from the biometric sample is called biometric template which is used during a biometric authentication process. The security of templates is the critical part of biometric system and one of the most crucial issues in designing a secure system. The proposed approach focused on combining data hiding and biometrics to take advantage of the benefits of both fields and develop the hiding technique to find a secure solution for protecting biometric data. We deal with dental as a first biometric source and a user's speech as a second biometric source at same time it a reliable key from a user's speech for enhanced the security of the system. Two of the popular methods are combined DWT and DCT in the proposed security system (SDHA) for embedding and extraction the secret data in order to compensate the drawbacks of both of them and to make the hidden information much more secure against the attacks, Wavelet Transform which use Dyadic Filters to decompose cover image into 4-Levels (HH, HL, LH and LL) and Discrete Cosine Transforms to convert a signal of the selected coefficients (HH, HL and LH) into elementary frequency components. Simply the proposed hiding method are summarized by dividing the secret data into three sections according to the percentages that have been entered by a user then distribute these sections into the three chosen coefficient sets (HH,HL and LH) of the cover image which is an excellent secure locations for data hiding. The results show the efficiency of the proposed method comparing with other method that used skin tone region of images, DWT method and simple LSB method.
format	Article
author	Khalaf, Emad Taha Norrozila, Sulaiman
author_facet	Khalaf, Emad Taha Norrozila, Sulaiman
author_sort	Khalaf, Emad Taha
title	A new biometric template protection based on secure data hiding approach
title_short	A new biometric template protection based on secure data hiding approach
title_full	A new biometric template protection based on secure data hiding approach
title_fullStr	A new biometric template protection based on secure data hiding approach
title_full_unstemmed	A new biometric template protection based on secure data hiding approach
title_sort	new biometric template protection based on secure data hiding approach
publisher	Asian Research Publishing Network (ARPN)
publishDate	2015
url	http://umpir.ump.edu.my/id/eprint/21529/ http://umpir.ump.edu.my/id/eprint/21529/ http://umpir.ump.edu.my/id/eprint/21529/1/A%20new%20biometric%20template%20protection%20based%20on%20secure%20data%20hiding%20approach.pdf
first_indexed	2023-09-18T22:31:37Z
last_indexed	2023-09-18T22:31:37Z
_version_	1777416323993698304

A new biometric template protection based on secure data hiding approach

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