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Authors: Pia Bauspieß 1 ; 2 ; Lasse Vad 1 ; Håvard Myrekrok 1 ; Anamaria Costache 1 ; Jascha Kolberg 2 and Christian Rathgeb 2 ; 2 ; 1

Affiliations: 1 NTNU – Norwegian University of Science and Technology, Norway ; 2 da/sec - Biometrics and Security Research Group, Hochschule Darmstadt, Germany

Keyword(s): Fingerprint Template Protection, Minutia-Based Fingerprint Representations, Fully Homomorphic Encryption, Post-Quantum Security.

Abstract: Protecting minutiae-based fingerprint templates with fully homomorphic encryption has recently been recognised as a hard problem. In this work, we evaluate state-of-the-art fingerprint recognition based on minutiae templates using post-quantum secure fully homomorphic encryption that operates directly on floating point numbers, such that no simplification or quantisation of the comparison algorithm is necessary. In a practical evaluation on a publicly available dataset, we run a benchmark and provide directions for future work.

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Paper citation in several formats:
Bauspieß, P. ; Vad, L. ; Myrekrok, H. ; Costache, A. ; Kolberg, J. ; Rathgeb, C. and Busch, C. (2023). On the Feasibility of Fully Homomorphic Encryption of Minutiae-Based Fingerprint Representations. In Proceedings of the 9th International Conference on Information Systems Security and Privacy - ICISSP; ISBN 978-989-758-624-8; ISSN 2184-4356, SciTePress, pages 462-470. DOI: 10.5220/0011657100003405

@conference{icissp23,
author={Pia Bauspieß and Lasse Vad and Håvard Myrekrok and Anamaria Costache and Jascha Kolberg and Christian Rathgeb and Christoph Busch},
title={On the Feasibility of Fully Homomorphic Encryption of Minutiae-Based Fingerprint Representations},
booktitle={Proceedings of the 9th International Conference on Information Systems Security and Privacy - ICISSP},
year={2023},
pages={462-470},
publisher={SciTePress},
organization={INSTICC},
doi={10.5220/0011657100003405},
isbn={978-989-758-624-8},
issn={2184-4356},
}

TY - CONF

JO - Proceedings of the 9th International Conference on Information Systems Security and Privacy - ICISSP
TI - On the Feasibility of Fully Homomorphic Encryption of Minutiae-Based Fingerprint Representations
SN - 978-989-758-624-8
IS - 2184-4356
AU - Bauspieß, P.
AU - Vad, L.
AU - Myrekrok, H.
AU - Costache, A.
AU - Kolberg, J.
AU - Rathgeb, C.
AU - Busch, C.
PY - 2023
SP - 462
EP - 470
DO - 10.5220/0011657100003405
PB - SciTePress

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