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Biometric Template Protection Scheme-Cancelable Biometrics
2019Biometric template is actually digital representation of the biometric features that are extracted by applying different algorithms on the captured images of different types of biometric modalities. This digital information is stored in a biometric database for identification and authentication purposes.
Vinit Kumar Gunjan +2 more
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PalmHashing: a novel approach for cancelable biometrics
Information Processing Letters, 2005We propose a novel cancelable biometric approach, known as PalmHashing, to solve the non-revocable biometric issue. The proposed method hashes palmprint templates with a set of pseudo-random keys to obtain a unique code called palmhash. The palmhash code can be stored in portable devices such tokens and smartcards for verification.
Tee Connie +3 more
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Parameter management schemes for cancelable biometrics
2011 IEEE Workshop on Computational Intelligence in Biometrics and Identity Management (CIBIM), 2011Protecting biometric information is a critical issue in biometric systems, since physical characteristics such as fingerprints, irises, face and vein patterns, cannot be changed or revoked like passwords. To address this issue, an authentication scheme called cancelable biometrics has been studied, in which the biometric features are transformed by a ...
Kenta Takahashi, Shinji Hirata
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Cancelable Biometrics Using Noise Embedding
2018 24th International Conference on Pattern Recognition (ICPR), 2018This paper presents a cancelable biometric (CB) scheme for iris recognition system. The CB approaches are roughly classified into two categories depending on whether the method stresses more on non-invertibility or on discriminability. The former is to use non-invertibly transformed data for the recognition instead of the original, so that the ...
Dae-Hyun Lee, Sang Hwa Lee, Nam Ik Cho
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Ensemble-Based Methods for Cancellable Biometrics
2010In this paper, we investigate the use of genetic algorithms and ensemble systems in cancellable biometrics, using fingerprint-based identification to illustrate the possible benefits accruing. The main aim is to analyze the performance of these well-established structures on transformed biometric data to determine whether they have a positive effect on
Anne M. P. Canuto +4 more
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Cancelable Biometrics: A Case Study in Fingerprints
18th International Conference on Pattern Recognition (ICPR'06), 2006Biometrics offers usability advantages over traditional token and password based authentication schemes, but raises privacy and security concerns. When compromised, credit cards and passwords can be revoked or replaced while biometrics are permanently associated with a user and cannot be replaced.
Nalini K. Ratha +3 more
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Cancelable Biometrics Realization With Multispace Random Projections
IEEE Transactions on Systems, Man and Cybernetics, Part B (Cybernetics), 2007Biometric characteristics cannot be changed; therefore, the loss of privacy is permanent if they are ever compromised. This paper presents a two-factor cancelable formulation, where the biometric data are distorted in a revocable but non-reversible manner by first transforming the raw biometric data into a fixed-length feature vector and then ...
Andrew Beng Jin Teoh, Tze Yuang Chong
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Cancellable Biometrics and Multispace Random Projections
2006 Conference on Computer Vision and Pattern Recognition Workshop (CVPRW'06), 2006In this paper, a generic cancellable biometrics formulation is proposed by first transforming the raw biometrics data into a fixed length feature vector, then subsequently re-projecting the feature vector onto a sequence of random subspaces specified by the tokenised random vectors.
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CanBiPT: Cancelable biometrics with physical template
Pattern Recognition Letters, 2023Hao Liu +6 more
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Cancelable scheme for bimodal biometric authentication
Journal of Electronic Imaging, 2023Dilip Kumar Vallabhadas +4 more
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