Hand authentication on multi-touch tablets

Napa Sae-Bae, M. Jakobsson
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引用次数: 3

Abstract

We propose a biometric authentication scheme suitable for multi-touch devices such as tablet computers. Our scheme is based on hand geometry. It improves on prior work by introducing a dynamic element, where movement challenges are issued based on static hand geometry data. Specifically, we demonstrate a set of multi-touch interactions that can capture hand geometry information of users. For each of the interactions, we extract different but complimentary hand geometric information from the user. Our approach has several advantages over traditional text password and other biometric authentications. First, unlike other recognition based authentication schemes, a user is only expected to interact with the multi-touch surface according to the challenges she is posed. In other words, she does not have to memorize any type of credential. In addition, the system provides security against replay attacks--which is a drawback associated with many authentication schemes, such as traditional biometric system based on recognition of face, iris or fingerprint. Last but not least, our approach works on current tablet computers without any needs for updates of hardware, firmware or drivers -- it can be carried out by an application. We demonstrate experimentally a configuration using 14 consecutive challenges on iPad2 tablet (taking approximately 3.32 minutes for novice users to respond to), wherein the user is authenticated with almost 97% accuracy.
多点触控平板电脑的手部认证
我们提出了一种适用于多点触控设备(如平板电脑)的生物识别认证方案。我们的方案是基于手几何。它通过引入动态元素改进了先前的工作,其中运动挑战是基于静态手部几何数据发布的。具体来说,我们演示了一组可以捕获用户手部几何信息的多点触摸交互。对于每个交互,我们从用户那里提取不同但互补的手部几何信息。与传统的文本密码和其他生物识别身份验证相比,我们的方法有几个优点。首先,与其他基于识别的身份验证方案不同,用户只需要根据她所提出的挑战与多点触摸表面进行交互。换句话说,她不需要记住任何类型的证书。此外,该系统还提供了防止重放攻击的安全性——这是许多身份验证方案的缺点,例如基于人脸、虹膜或指纹识别的传统生物识别系统。最后但并非最不重要的一点是,我们的方法适用于当前的平板电脑,不需要任何硬件、固件或驱动程序的更新——它可以由应用程序执行。我们通过实验演示了在iPad2平板电脑上使用14个连续挑战的配置(新手用户响应大约需要3.32分钟),其中用户的身份验证准确率接近97%。
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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