The impact of database quality on keystroke dynamics authentication
KAUST DepartmentComputer, Electrical and Mathematical Sciences and Engineering (CEMSE) Division
Computer Science Program
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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.
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.
SponsorsThis 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.
Conference/Event nameInternational Conference of Numerical Analysis and Applied Mathematics 2015, ICNAAM 2015