Keystroke Dynamics and Finger Knuckle Imaging Fusion for Continuous User Verification

Abstract : The paper presents a novel user identity verification method based on fusion of keystroke dynamics and knuckle images analysis. In our solution the verification is performed by an ensemble of classifiers used to verify the identity of an active user. A proposed verification module works on a database which comprises of data representing keystroke dynamics and knuckle images. The usability of the introduced approach was tested experimentally. The obtained results confirm that the proposed fusion method gives better results than the use of a single biometric feature only. For this reason our method can be used for increasing a protection level of computer resources against impostors. The paper presents preliminary research conducted to assess the potential of biometric methods fusion.
Type de document :
Communication dans un congrès
Khalid Saeed; Władysław Homenda; Rituparna Chaki. 16th IFIP International Conference on Computer Information Systems and Industrial Management (CISIM), Jun 2017, Bialystok, Poland. Springer International Publishing, Lecture Notes in Computer Science, LNCS-10244, pp.141-152, 2017, Computer Information Systems and Industrial Management. 〈10.1007/978-3-319-59105-6_13〉
Liste complète des métadonnées

Littérature citée [18 références]  Voir  Masquer  Télécharger

https://hal.inria.fr/hal-01656256
Contributeur : Hal Ifip <>
Soumis le : mardi 5 décembre 2017 - 14:59:22
Dernière modification le : mercredi 6 décembre 2017 - 01:21:01

Fichier

 Accès restreint
Fichier visible le : 2020-01-01

Connectez-vous pour demander l'accès au fichier

Licence


Distributed under a Creative Commons Paternité 4.0 International License

Identifiants

Citation

Tomasz Wesołowski, Rafal Doroz, Krzysztof Wrobel, Hossein Safaverdi. Keystroke Dynamics and Finger Knuckle Imaging Fusion for Continuous User Verification. Khalid Saeed; Władysław Homenda; Rituparna Chaki. 16th IFIP International Conference on Computer Information Systems and Industrial Management (CISIM), Jun 2017, Bialystok, Poland. Springer International Publishing, Lecture Notes in Computer Science, LNCS-10244, pp.141-152, 2017, Computer Information Systems and Industrial Management. 〈10.1007/978-3-319-59105-6_13〉. 〈hal-01656256〉

Partager

Métriques

Consultations de la notice

19