Evaluation of Biometric Template Protection Schemes based on a Transformation

Christophe Rosenberger

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Paper

Evaluation of Biometric Template Protection Schemes based on a Transformation

Topics: Authentication, Privacy and Security Models; Biometric Technologies and Applications

In Proceedings of the 4th International Conference on Information Systems Security and Privacy ICISSP - Volume 1, 216-224, 2018 , Funchal, Madeira, Portugal

Author: Christophe Rosenberger

Affiliation: Normandie Univ, France

Keyword(s): Biometric Template Protection, Security Analysis, Performance Evaluation.

Abstract: With more and more applications using biometrics, new privacy and security risks arise. New biometric schemes have been proposed in the last decade following a privacy by design approach: biometric template protection systems. Their quantitative evaluation is still an open research issue. The objective of this paper is to propose a new evaluation methodology for template protection systems based on a transformation by proposing some metrics for testing their performance and robustness to face attacks. These metrics enable us to estimate the probability of successful attacks considering different scenarios. We illustrate this evaluation methodology on two transformation based template protection schemes in order to show how some security and privacy properties can be checked by simulating attacks.

CC BY-NC-ND 4.0

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Paper citation in several formats:

Rosenberger, C. (2018). Evaluation of Biometric Template Protection Schemes based on a Transformation. 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 216-224. DOI: 10.5220/0006550502160224

@conference{icissp18,
author={Christophe Rosenberger.},
title={Evaluation of Biometric Template Protection Schemes based on a Transformation},
booktitle={Proceedings of the 4th International Conference on Information Systems Security and Privacy - ICISSP},
year={2018},
pages={216-224},
publisher={SciTePress},
organization={INSTICC},
doi={10.5220/0006550502160224},
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 - Evaluation of Biometric Template Protection Schemes based on a Transformation
SN - 978-989-758-282-0
IS - 2184-4356
AU - Rosenberger, C.
PY - 2018
SP - 216
EP - 224
DO - 10.5220/0006550502160224
PB - SciTePress