使用击键动态和手指压力验证用户

H. Saevanee, P. Bhattarakosol
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引用次数: 131

摘要

现在移动设备已经发展到服务于各种功能,存储敏感信息。因此,移动设备的用户身份验证成为一个重要的问题。此外,移动系统的开发正在向触摸屏系统的用户友好和快速访问机制迈进。在本文中,我们提出了用户在触摸板上的行为方式,就像触摸屏一样,能够检测手指的压力。我们研究了个人和夫妇的每种生物识别行为的潜力,包括保持时间,键间和手指压力。研究结果表明,使用PNN分析方法,手指压力比按键动力学更能提供判别信息。而且,仅用手指按压,准确率高达99%。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Authenticating User Using Keystroke Dynamics and Finger Pressure
Now mobile devices are developed to serve various functions, storing the sensitive information. As a consequence, the authentication of users for mobile devices has become an important issue. Additionally, the development of the mobile system is moving forward to the touch screen system for user friendly and quick access mechanism. In this paper, we proposed behavioral manners of users over the touchpad acting like touch screen that is able to detect finger pressure. We study the potential of each biometrics behavioral by individual and couple, comprise with hold-time, inter-key and finger pressure. The finding has shown that, the finger pressure gives the discriminative information more than keystroke dynamics with the PNN analytical method. Moreover, using only the finger pressure produces high accuracy rate of 99%.
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