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Authors: Benoît Vibert ; Christophe Charrier ; Jean-Marie Le bars and Christophe Rosenberger

Affiliation: Normandie Univ., France

Keyword(s): Fingerprint Template, Template Reduction, Genetic Algorithm.

Abstract: Template protection is an important issue in biometrics for security and privacy reasons. One solution for securing fingerprint data is to store it on a Secure Element (a microcircuit chipset such as a smartcard). An embedded On-Card-Comparison (OCC) module permits to compare two biometric templates and generates a similarity score. The biometric template is usually composed of minutiae extracted from the fingerprint image because a Secure element is limited in terms of memory and computation capabilities. For these reasons, a template reduction is necessary to quickly process fingerprint comparison. In this paper, we propose a new fingerprint template reduction scheme by approximating the optimal choice of minutiae with a genetic algorithm. We compared the proposed method with approaches from the literature using a fingerprint dataset and three matching algorithms. The experimental results show the benefit of the proposed method especially in order to estimate the optimal p erformance when reducing the fingerprint template given a number of minutiae to use. (More)

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Paper citation in several formats:
Vibert, B.; Charrier, C.; Le bars, J. and Rosenberger, C. (2018). Towards an Optimal Template Reduction for Securing Embedded Fingerprint Devices. In Proceedings of the 4th International Conference on Information Systems Security and Privacy - ICISSP; ISBN 978-989-758-282-0; ISSN 2184-4356, SciTePress, pages 329-336. DOI: 10.5220/0006608903290336

@conference{icissp18,
author={Benoît Vibert. and Christophe Charrier. and Jean{-}Marie {Le bars}. and Christophe Rosenberger.},
title={Towards an Optimal Template Reduction for Securing Embedded Fingerprint Devices},
booktitle={Proceedings of the 4th International Conference on Information Systems Security and Privacy - ICISSP},
year={2018},
pages={329-336},
publisher={SciTePress},
organization={INSTICC},
doi={10.5220/0006608903290336},
isbn={978-989-758-282-0},
issn={2184-4356},
}

TY - CONF

JO - Proceedings of the 4th International Conference on Information Systems Security and Privacy - ICISSP
TI - Towards an Optimal Template Reduction for Securing Embedded Fingerprint Devices
SN - 978-989-758-282-0
IS - 2184-4356
AU - Vibert, B.
AU - Charrier, C.
AU - Le bars, J.
AU - Rosenberger, C.
PY - 2018
SP - 329
EP - 336
DO - 10.5220/0006608903290336
PB - SciTePress

- Science and Technology Publications, Lda.
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