Modified shielding function for multi-biometric authentication and template protection / Abayomi Jegede... [et al.]

Jegede, Abayomi and Udzir, Nur Izura and Abdullah, Azizol and Mahmod, Ramlan (2017) Modified shielding function for multi-biometric authentication and template protection / Abayomi Jegede... [et al.]. ESTEEM Academic Journal, 13. pp. 118-128. ISSN 1675-7939

Official URL: http://uppp.uitm.edu.my

Abstract

Biometrics provides a secure means of authentication because it is difficult to copy, forge, or steal biometric modalities. However, unprotected biometric data can be used to violate the security of the authentication system and the privacy of legitimate users. This paper proposes and implements a modified shielding function which provides multi-biometric authentication, template security and user privacy simultaneously. Experimental results based on face and iris datasets obtained from CASIA Near Infra-Red face database and CASIA Iris database version 2 respectively show that the approach has good recognition accuracy (false rejection rate of 0.65% and false acceptance rate of 0.035%). Security analysis shows that the method provides better security (key length of 120 bits) and user privacy compared to previous approaches based on the generic shielding function.

Metadata

Item Type: Article
Creators:
CreatorsID Num. / Email
Jegede, Abayomiabayomi.jegede@ymail.com
Udzir, Nur IzuraUNSPECIFIED
Abdullah, AzizolUNSPECIFIED
Mahmod, RamlanUNSPECIFIED
Subjects: T Technology > T Technology (General)
T Technology > T Technology (General) > Information technology. Information systems
Divisions: Universiti Teknologi MARA, Pulau Pinang > Permatang Pauh Campus
Journal or Publication Title: ESTEEM Academic Journal
ISSN: 1675-7939
Volume: 13
Page Range: pp. 118-128
Official URL: http://uppp.uitm.edu.my
Item ID: 28840
Uncontrolled Keywords: authentication; biometric; privacy; security; shielding function
URI: http://ir.uitm.edu.my/id/eprint/28840

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