A survey on touch dynamics authentication in mobile devices

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• 作者：Pin Shen Teh^a ; ^{pinshen.teh@manchester.ac.uk" class="auth_mail" title="E-mail the corresponding author}Author Vitae ; Ning Zhang^aAuthor Vitae ; Andrew Beng Jin Teoh^bAuthor Vitae ; Ke Chen^aAuthor Vitae
• 关键词：Biometrics ; Touch dynamics ; Authentication ; Access control ; Mobile device security ; Keystroke dynamics
• 刊名：Computers & Security
• 出版年：2016
• 出版时间：June 2016
• 年：2016
• 卷：59
• 期：Complete
• 页码：210-235
• 全文大小：2130 K

文摘

There have been research activities in the area of keystroke dynamics biometrics on physical keyboards (desktop computers or conventional mobile phones) undertaken in the past three decades. However, in terms of touch dynamics biometrics on virtual keyboards (modern touchscreen mobile devices), there has been little published work. Particularly, there is a lack of an extensive survey and evaluation of the methodologies adopted in the area. Owing to the widespread use of touchscreen mobile devices, it is necessary for us to examine the techniques and their effectiveness in the domain of touch dynamics biometrics. The aim of this paper is to provide some insights and comparative analysis of the current state of the art in the topic area, including data acquisition protocols, feature data representations, decision making techniques, as well as experimental settings and evaluations. With such a survey, we can gain a better understanding of the current state of the art, thus identifying challenging issues and knowledge gaps for further research.