用于用户真实性验证的声音和击键动力学分析

V. Loboda, G. Kolaczek
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引用次数: 1

摘要

本文提出了一种解决现代信息系统主要安全问题之一的方法。此问题与未经授权访问其资源有关。为了防止未经授权的访问,需要改进用户认证流程。目前,有几种基本的用户身份验证方法,但最具挑战性的无疑是利用用户的生物特征来验证用户的真实性。在计算机系统中使用的这种生物特征之一是打字的动态。本文的第一部分讨论了在现代系统中执行身份验证的最有趣和最流行的方式。本文介绍了使用以下要素表征用户打字风格的研究结果:按键之间的时间间隔;按下该键的时间;书写和声音的速度。本文的新颖之处在于将打字过程中常用的动态要素与打字过程中的声谱图相结合。
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Sound and Keystroke Dynamics Analysis for User Authenticity Verification
The paper presents an approach to solving one of the main security problems of modern information systems. This problem is related to unauthorized access to its resources. To prevent unauthorized access, it is necessary to improve the user authentication procedure. Currently, there are several basic approaches to user identity verification, but the most challenging is undoubtedly the verification of the user’s authenticity using its biometric features. One of such biometric features which can be used in computer systems is the dynamics of typing. The most interesting and popular ways how the authentication is performed in modern systems have been discussed in the first part of this work. The paper presents the outcome of research which used the following elements characterizing user style of typing: time intervals between keypress; duration of pressing the key; the speed of writing and sound. The novelty of the paper is related to combining the frequently used dynamic elements of typing with the sound spectrogram associated with the process of typing.
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