Fixed Tasks for Continuous Authentication via Smartphone

Vincenzo Gattulli, Donato Impedovo, Tonino Palmisano, Lucia Sarcinella

2023

Abstract

Mobile devices feature a variety of knowledge-based authentications such as PINs, passwords, and lock sequences. The weakness of these approaches is that once leaked and/or intercepted, the control over the device is lost and no more authentication steps are required. In this paper, the efficiency of a set of ML algorithms in authenticating users is evaluated with the aim of understanding which are the best tasks to use by submitting Fixed Tasks, which simulate the use of a device in daily life, through Touch Behaviour and motion sensors installed in the device itself. Next, a social problem is posed, in which an attempt is made to understand whether a group of subjects at a trial performed the assigned tasks correctly without permitting other people to do them instead.

Paper Citation

in Harvard Style

Gattulli V., Impedovo D., Palmisano T. and Sarcinella L. (2023). Fixed Tasks for Continuous Authentication via Smartphone. In Proceedings of the 12th International Conference on Pattern Recognition Applications and Methods - Volume 1: ICPRAM, ISBN 978-989-758-626-2, pages 905-913. DOI: 10.5220/0011718300003411

in Bibtex Style

@conference{icpram23,
author={Vincenzo Gattulli and Donato Impedovo and Tonino Palmisano and Lucia Sarcinella},
title={Fixed Tasks for Continuous Authentication via Smartphone},
booktitle={Proceedings of the 12th International Conference on Pattern Recognition Applications and Methods - Volume 1: ICPRAM,},
year={2023},
pages={905-913},
publisher={SciTePress},
organization={INSTICC},
doi={10.5220/0011718300003411},
isbn={978-989-758-626-2},
}

in EndNote Style

TY - CONF

JO - Proceedings of the 12th International Conference on Pattern Recognition Applications and Methods - Volume 1: ICPRAM,
TI - Fixed Tasks for Continuous Authentication via Smartphone
SN - 978-989-758-626-2
AU - Gattulli V.
AU - Impedovo D.
AU - Palmisano T.
AU - Sarcinella L.
PY - 2023
SP - 905
EP - 913
DO - 10.5220/0011718300003411