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Authors: Julien Hatin 1 ; Estelle Cherrier 2 ; Jean-Jacques Schwartzmann 1 and Christophe Rosenberger 2

Affiliations: 1 Orange Labs and ENSICAEN, France ; 2 ENSICAEN, France

Keyword(s): Transparent Authentication, Privacy, Cancellable Biometric, Smartphone, Online Authentication.

Related Ontology Subjects/Areas/Topics: Information and Systems Security ; Privacy Enhancing Technologies

Abstract: Transparent authentication on mobile phones suffers from privacy issues especially when biometric information is involved. In this paper, we propose a solution to address those two issues using the Biohashing algorithm on behavioral information extracted from a mobile phone. The authentication scenario is tested on a dataset composed of 100 users and shows promising results with a 10% EER in the worst case scenario (i.e when protection key is compromised) and a 1% EER in the best case one. In addition, privacy concerns are discussed and experimentally evaluated both in a quantitative and qualitative ways. This opens new perspectives concerning online authentication using smartphone sensing abilities.

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Paper citation in several formats:
Hatin, J.; Cherrier, E.; Schwartzmann, J. and Rosenberger, C. (2017). Privacy Preserving Transparent Mobile Authentication. In Proceedings of the 3rd International Conference on Information Systems Security and Privacy - ICISSP; ISBN 978-989-758-209-7; ISSN 2184-4356, SciTePress, pages 354-361. DOI: 10.5220/0006186803540361

@conference{icissp17,
author={Julien Hatin. and Estelle Cherrier. and Jean{-}Jacques Schwartzmann. and Christophe Rosenberger.},
title={Privacy Preserving Transparent Mobile Authentication},
booktitle={Proceedings of the 3rd International Conference on Information Systems Security and Privacy - ICISSP},
year={2017},
pages={354-361},
publisher={SciTePress},
organization={INSTICC},
doi={10.5220/0006186803540361},
isbn={978-989-758-209-7},
issn={2184-4356},
}

TY - CONF

JO - Proceedings of the 3rd International Conference on Information Systems Security and Privacy - ICISSP
TI - Privacy Preserving Transparent Mobile Authentication
SN - 978-989-758-209-7
IS - 2184-4356
AU - Hatin, J.
AU - Cherrier, E.
AU - Schwartzmann, J.
AU - Rosenberger, C.
PY - 2017
SP - 354
EP - 361
DO - 10.5220/0006186803540361
PB - SciTePress

- Science and Technology Publications, Lda.
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