Remarks on BioHashing based cancelable biometrics in verification system

JIN, A and CONNIE, T (2006) Remarks on BioHashing based cancelable biometrics in verification system. Neurocomputing, 69 (16-18). pp. 2461-2464. ISSN 09252312

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Official URL: http://dx.doi.org/10.1016/j.neucom.2006.01.024

Abstract

Biometric characteristics are immutable and hence their compromise is permanent. To address this problem, cancelable biometrics was introduced to denote biometric templates that can be canceled and replaced. BioHash is a form of cancelable biometrics which mixes a set of user-specific random numbers with the biometric features. The main drawback of BioHash is its great degradation in performance when the legitimate token is stolen and used by the imposter to claim as the legitimate user. In this paper, we employ a modified probabilistic neural network as the classifier to alleviate this problem. The experiments are tested on the FERET face data set with promising results. (c) 2006 Elsevier B.V. All rights reserved.

Item Type: Article
Subjects: T Technology > T Technology (General)
Q Science > QA Mathematics > QA75.5-76.95 Electronic computers. Computer science
Divisions: Faculty of Engineering and Technology (FET)
Depositing User: Ms Suzilawati Abu Samah
Date Deposited: 13 Oct 2011 06:24
Last Modified: 03 Mar 2014 04:50
URI: http://shdl.mmu.edu.my/id/eprint/3248

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