• 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