DocumentCode :
117148
Title :
Increasing the reliability of authentication keyboard handwriting
Author :
Khitsenko, V.E. ; Krutohvostov, D.S.
Author_Institution :
Novosibirsk State Tech. Univ., Novosibirsk, Russia
fYear :
2014
fDate :
2-4 Oct. 2014
Firstpage :
262
Lastpage :
265
Abstract :
The article presents authentication method that differs from other methods by possibility to determine probability of both kinds of errors a priori. At the first stage is comparison of keystrokes intervals with standard by the Spearman correlation coefficient. At the next stage is shift check by Wilcoxon signed-rank test and check of scale parameter difference by Sandvik-Ollson criterion. The very first case of difference leads to access denial. The article also provides results of experimental verification of authenticator, peculiarities of keystroke dynamics and recommendations for the standard sampling.
Keywords :
handwriting recognition; probability; Sandvik-Ollson criterion; Spearman correlation coefficient; Wilcoxon signed-rank test; authentication keyboard handwriting; keystrokes intervals; probability; scale parameter difference; Authentication; Correlation; Correlation coefficient; Educational institutions; Keyboards; Probability; Standards; authentication; keystroke dynamics; nonparametric methods;
fLanguage :
English
Publisher :
ieee
Conference_Titel :
Actual Problems of Electronics Instrument Engineering (APEIE), 2014 12th International Conference on
Conference_Location :
Novosibirsk
Print_ISBN :
978-1-4799-6019-4
Type :
conf
DOI :
10.1109/APEIE.2014.7040894
Filename :
7040894
Link To Document :
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