loading
Papers Papers/2022 Papers Papers/2022

Research.Publish.Connect.

Paper

Paper Unlock

Authors: Sylvain Hocquet ; Jean-Yves Ramel and Hubert Cardot

Affiliation: Université François-Rabelais de Tours, Laboratoire d'Informatique (EA 2101), France

Abstract: In this paper, we propose a method to find and use user-dependant parameters to increase the performance of a keystroke dynamic system. These parameters include the security threshold and fusion weights of different classifiers. We have determined a set of global parameters, which increase the performance of some keystroke dynamics methods. Our experiments show that parameter personalization greatly increases the performances of keystroke dynamics systems. The main problem is how to estimate the parameters from only a small user training set containing ten login sequences. This problem is a promising way to increase performance in biometric but is still open today.

CC BY-NC-ND 4.0

Sign In Guest: Register as new SciTePress user now for free.

Sign In SciTePress user: please login.

PDF ImageMy Papers

You are not signed in, therefore limits apply to your IP address 3.236.248.157

In the current month:
Recent papers: 100 available of 100 total
2+ years older papers: 200 available of 200 total

Paper citation in several formats:
Hocquet, S.; Ramel, J. and Cardot, H. (2006). User Specific Parameters in One-class Problems: The Case of Keystroke Dynamics. In 6th International Workshop on Pattern Recognition in Information Systems - PRIS, (ICEIS 2006) ISBN 978-972-8865-55-9, pages 127-135. DOI: 10.5220/0002485901270135

@conference{pris06,
author={Sylvain Hocquet. and Jean{-}Yves Ramel. and Hubert Cardot.},
title={User Specific Parameters in One-class Problems: The Case of Keystroke Dynamics},
booktitle={6th International Workshop on Pattern Recognition in Information Systems - PRIS, (ICEIS 2006)},
year={2006},
pages={127-135},
publisher={SciTePress},
organization={INSTICC},
doi={10.5220/0002485901270135},
isbn={978-972-8865-55-9},
}

TY - CONF

JO - 6th International Workshop on Pattern Recognition in Information Systems - PRIS, (ICEIS 2006)
TI - User Specific Parameters in One-class Problems: The Case of Keystroke Dynamics
SN - 978-972-8865-55-9
AU - Hocquet, S.
AU - Ramel, J.
AU - Cardot, H.
PY - 2006
SP - 127
EP - 135
DO - 10.5220/0002485901270135