Privacy Preserving Transparent Mobile Authentication

Julien Hatin, Estelle Cherrier, Jean-Jacques Schwartzmann, Christophe Rosenberger

2017

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.

Paper Citation

in Harvard Style

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 - Volume 1: ICISSP, ISBN 978-989-758-209-7, pages 354-361. DOI: 10.5220/0006186803540361

in Bibtex Style

@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 - Volume 1: ICISSP,},
year={2017},
pages={354-361},
publisher={SciTePress},
organization={INSTICC},
doi={10.5220/0006186803540361},
isbn={978-989-758-209-7},
}

in EndNote Style

TY - CONF
JO - Proceedings of the 3rd International Conference on Information Systems Security and Privacy - Volume 1: ICISSP,
TI - Privacy Preserving Transparent Mobile Authentication
SN - 978-989-758-209-7
AU - Hatin J.
AU - Cherrier E.
AU - Schwartzmann J.
AU - Rosenberger C.
PY - 2017
SP - 354
EP - 361
DO - 10.5220/0006186803540361