The impact of database quality on keystroke dynamics authentication

Handle URI:
http://hdl.handle.net/10754/621177
Title:
The impact of database quality on keystroke dynamics authentication
Authors:
Panasiuk, Piotr; Rybnik, Mariusz; Saeed, Khalid; Rogowski, Marcin
Abstract:
This paper concerns keystroke dynamics, also partially in the context of touchscreen devices. The authors concentrate on the impact of database quality and propose their algorithm to test database quality issues. The algorithm is used on their own <KDS database> as well as the well-known <Keystroke Dynamics – Benchmark Data Set database>. Following specific problems were researched: classification accuracy, development of user typing proficiency, time precision during sample acquisition, representativeness of training set, sample length.
KAUST Department:
King Abdullah University of Science and Technology, Thuwal 23955-6900, Kingdom of Saudi Arabia
Citation:
Panasiuk P, Rybnik M, Saeed K, Rogowski M (2016) The impact of database quality on keystroke dynamics authentication. Available: http://dx.doi.org/10.1063/1.4951967.
Publisher:
AIP Publishing
Conference/Event name:
International Conference of Numerical Analysis and Applied Mathematics 2015, ICNAAM 2015
Issue Date:
11-Jun-2016
DOI:
10.1063/1.4951967
Type:
Conference Paper
Sponsors:
This work is supported by the Rector of Bialystok University of Technology (grant no. S/WI/1/2013) and partially by the Rector of Warsaw University of Technology.
Additional Links:
http://scitation.aip.org/content/aip/proceeding/aipcp/10.1063/1.4951967
Appears in Collections:
Conference Papers

Full metadata record

DC FieldValue Language
dc.contributor.authorPanasiuk, Piotren
dc.contributor.authorRybnik, Mariuszen
dc.contributor.authorSaeed, Khaliden
dc.contributor.authorRogowski, Marcinen
dc.date.accessioned2016-10-24T13:46:37Z-
dc.date.available2016-10-24T13:46:37Z-
dc.date.issued2016-06-11en
dc.identifier.citationPanasiuk P, Rybnik M, Saeed K, Rogowski M (2016) The impact of database quality on keystroke dynamics authentication. Available: http://dx.doi.org/10.1063/1.4951967.en
dc.identifier.doi10.1063/1.4951967en
dc.identifier.urihttp://hdl.handle.net/10754/621177-
dc.description.abstractThis paper concerns keystroke dynamics, also partially in the context of touchscreen devices. The authors concentrate on the impact of database quality and propose their algorithm to test database quality issues. The algorithm is used on their own <KDS database> as well as the well-known <Keystroke Dynamics – Benchmark Data Set database>. Following specific problems were researched: classification accuracy, development of user typing proficiency, time precision during sample acquisition, representativeness of training set, sample length.en
dc.description.sponsorshipThis work is supported by the Rector of Bialystok University of Technology (grant no. S/WI/1/2013) and partially by the Rector of Warsaw University of Technology.en
dc.publisherAIP Publishingen
dc.relation.urlhttp://scitation.aip.org/content/aip/proceeding/aipcp/10.1063/1.4951967en
dc.rights© 2016 Author(s). Archived with thanks to AIP Scitation. This article may be downloaded for personal use only. Any other use requires prior permission of the author and AIP Publishing.en
dc.subjectaccess controlen
dc.subjectauthenticationen
dc.subjectbehavioral biometricsen
dc.subjectkeystroke dynamicsen
dc.subjectcomputer securityen
dc.subjectidentificationen
dc.subjecttouchscreenen
dc.titleThe impact of database quality on keystroke dynamics authenticationen
dc.typeConference Paperen
dc.contributor.departmentKing Abdullah University of Science and Technology, Thuwal 23955-6900, Kingdom of Saudi Arabiaen
dc.conference.date23 September 2015 through 29 September 2015en
dc.conference.nameInternational Conference of Numerical Analysis and Applied Mathematics 2015, ICNAAM 2015en
dc.eprint.versionPublisher's Version/PDFen
dc.contributor.institutionFaculty of Mathematics and Information Science, Warsaw University of Technology, ul. Koszykowa 75, 00-662 Warsaw, Polanden
dc.contributor.institutionFaculty of Mathematics and Computer Science, University of Bialystok, ul. Ciolkowskiego 1M, 15-245 Bialystok, Polanden
kaust.authorRogowski, Marcinen
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