Skip to Main content Skip to Navigation
Conference papers

Towards a Secured Authentication Based on an Online Double Serial Adaptive Mechanism of Users' Keystroke Dynamics

Abir Mhenni 1, 2 Estelle Cherrier 3 Christophe Rosenberger 1 Najoua Essoukri Ben Amara 2
1 Equipe SAFE - Laboratoire GREYC - UMR6072
GREYC - Groupe de Recherche en Informatique, Image et Instrumentation de Caen
3 Equipe Automatique - Laboratoire GREYC - UMR6072
GREYC - Groupe de Recherche en Informatique, Image et Instrumentation de Caen
Abstract : Password based applications are commonly used in our daily lives such as the social networks, e-mails, e-commerce, and e-banking. Given the increasing number of hacker attacks, the only use of passwords is not enough to protect personal data and does not meet usability requirements. Keystroke dynamics is a promising solution that decreases the vulnerability of passwords to guessing attacks by analyzing the typing manner of the user. Despite its efficiency in the discrimination between users, it remains non-industrialized essentially due to the tedious learning phase and the intra-class variation of the users' characteristics. In this paper, we propose a double serial mechanism to adapt the user's model over time. An important property of the proposed solution relies in its usability as we only use a single sample as user's reference during the account creation. We demonstrate that the proposed method offers competitive performances while keeping a high usability.
Document type :
Conference papers
Complete list of metadata

Cited literature [33 references]  Display  Hide  Download

https://hal.archives-ouvertes.fr/hal-01701707
Contributor : Morgan Barbier Connect in order to contact the contributor
Submitted on : Tuesday, February 6, 2018 - 9:22:39 AM
Last modification on : Wednesday, November 3, 2021 - 5:13:16 AM
Long-term archiving on: : Friday, May 4, 2018 - 7:37:27 AM

File

bare_conf.pdf
Files produced by the author(s)

Identifiers

  • HAL Id : hal-01701707, version 1

Citation

Abir Mhenni, Estelle Cherrier, Christophe Rosenberger, Najoua Essoukri Ben Amara. Towards a Secured Authentication Based on an Online Double Serial Adaptive Mechanism of Users' Keystroke Dynamics. International Conference on Digital Society and eGovernments (ICDS) , Mar 2018, Rome, Italy. ⟨hal-01701707⟩

Share

Metrics

Record views

490

Files downloads

530