提高认证键盘笔迹的可靠性

V. Khitsenko, D. Krutohvostov
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引用次数: 2

摘要

本文提出了一种不同于其他方法的认证方法,它可以先验地确定两种错误的概率。第一阶段是用Spearman相关系数对击键间隔与标准进行比较。下一阶段采用Wilcoxon符号秩检验进行位移检验,采用Sandvik-Ollson准则进行尺度参数差异检验。第一个不同的案例导致拒绝访问。本文还提供了验证器的实验验证结果、击键动力学的特点以及对标准采样的建议。
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Increasing the reliability of authentication keyboard handwriting
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.
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