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Paper

Balancing is the Key - Performing Finger Vein Template Protection using Fuzzy Commitment

Topics:Privacy Concerns with Biometrics

In Proceedings of the 1st International Conference on Information Systems Security and Privacy ICISSP - Volume 1,304-311,2015, ESEO, Angers, Loire Valley, France

Authors:Mélanie Favre¹;Sylvaine Picard²;Julien Bringer¹ andHervé Chabanne³

Affiliations:¹Morpho, France;²Safran, France;³Morpho and Télécom ParisTech, France

Keyword(s):Fuzzy Commitment, Finger Vein, Product Codes, Template Protection Scheme.

Abstract:We propose a novel vein extraction technique adapted to template protection and use it to apply a fuzzycommitment scheme. We construct dedicated error correcting codes that enable us to maintain a good accuracyafter template protection. In a second application, we offer to overcome the alignment issues when comparingtwo vein templates by performing this step outside of the protection scheme. Different implementations areproposed to explore trade-offs between False Rejection Rate, False Acceptance Rate, comparison time andsecurity. All approaches are tested on the recent database of University of Twente from ICB 2013. Ourbiometric performances are close to state of the art approaches whilst bringing security with the templateprotection scheme.

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Paper citation in several formats:

Favre, M., Picard, S., Bringer, J. and Chabanne, H. (2015).Balancing is the Key - Performing Finger Vein Template Protection using Fuzzy Commitment. InProceedings of the 1st International Conference on Information Systems Security and Privacy - ICISSP; ISBN 978-989-758-081-9; ISSN 2184-4356, SciTePress, pages 304-311. DOI: 10.5220/0005241403040311

@conference{icissp15,
author={Mélanie Favre and Sylvaine Picard and Julien Bringer and Hervé Chabanne},
title={Balancing is the Key - Performing Finger Vein Template Protection using Fuzzy Commitment},
booktitle={Proceedings of the 1st International Conference on Information Systems Security and Privacy - ICISSP},
year={2015},
pages={304-311},
publisher={SciTePress},
organization={INSTICC},
doi={10.5220/0005241403040311},
isbn={978-989-758-081-9},
issn={2184-4356},
}

TY - CONF

JO - Proceedings of the 1st International Conference on Information Systems Security and Privacy - ICISSP
TI - Balancing is the Key - Performing Finger Vein Template Protection using Fuzzy Commitment
SN - 978-989-758-081-9
IS - 2184-4356
AU - Favre, M.
AU - Picard, S.
AU - Bringer, J.
AU - Chabanne, H.
PY - 2015
SP - 304
EP - 311
DO - 10.5220/0005241403040311
PB - SciTePress