User Authentication Using Combination of Behavioral Biometrics over the Touchpad Acting Like Touch Screen of Mobile Device

H. Saevanee, Pattarasinee Bhatarakosol
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引用次数: 111

Abstract

Now mobile devices are developed to serve various functions, storing the sensitive information. In order to protect those information and mobile systems from unauthorized users, the authentication system must be installed unavoidably. 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 the finger pressure. These behaviors are keystroke dynamics and the finger pressure. The finding has shown that, the finger pressure gives the discriminative information more than keystroke dynamics with the k-NN analytical method. Moreover, using only the finger pressure produces high accuracy rate of 99%.
结合行为生物识别技术在触控板上的用户认证,就像移动设备的触摸屏一样
现在移动设备已经发展到服务于各种功能,存储敏感信息。为了保护这些信息和移动系统免受未经授权的用户的攻击,必须安装认证系统。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。这些行为是按键动力学和手指压力。研究结果表明,使用k-NN分析方法,手指压力比按键动力学提供了更多的判别信息。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。
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