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JOURNALS // Informatika i Ee Primeneniya [Informatics and its Applications] // Archive

Inform. Primen., 2013 Volume 7, Issue 3, Pages 40–55 (Mi ia271)

Active authentication methods using keystroke dynamics

V. Yu. Kaganov, A. K. Korolyov, M. N. Krylov, I. V. Mashechkin, M. I. Petrovskiy

Faculty of Computational Mathematics and Cybernetics, M. V. Lomonosov Moscow State University

Abstract: An overview of some effective methods of authentication using behavior models, created from keystroke dynamics data is presented. Also, a new data representation model was proposed, a number of experiments conducted using this model, and various algorithms of machine learing.

Keywords: wavelets; thresholding; risk estimate; normal distribution; rate of convergence.

DOI: 10.14357/19922264130305



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