通过互联网访问家用电器的安全生物识别系统

A. Mondal, K. Roy, P. Bhattacharya
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引用次数: 2

摘要

随着生活方式的大量创新和相应的变化,通过互联网访问家用电器或安全摄像头的能力已经有几年的需求了。在本文中,我们提出了一种高效、低成本和用户友好的方法,通过互联网访问联网家电,为整个应用程序和用户数据提供强大的、良好集成的三级安全性。我们提出了一种方案,其中虹膜图像用于用户身份验证,并在执行其哈希(使用BioHashing)后,通过利用安全套接字层(SSL)的安全通信通道将其发送到服务器。利用一维log-Gabor滤波器提取虹膜图像的确定性特征序列。使用Mersenne twister随机数生成器算法生成伪随机数数组,然后使用GramSchmidt正交规范化算法进行生物哈希。除了这种受保护的交互机制之外,我们还使用了一个单一的认证服务器,以便通过互联网访问整个住房协会的家用电器,这减少了用户的责任,并在不影响系统安全性的情况下提高了这一努力的可访问性。在CASIA 1虹膜图像数据集上,以0%的等误差率(EER)验证了该系统的识别效率。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Secure biometric system for accessing home appliances via Internet
Alongside multitude of innovations and consequential changes in lifestyle, the ability to access home appliances or security cameras over the Internet has been in demand for some years now. In this paper, we propose an efficient, low-cost and user-friendly method to access networked home appliances over the Internet, providing strong, well integrated, three levels of security to the whole application and user data. We present a scheme in which, iris image is used for user authentication and after performing its hashing (using BioHashing), it is sent to the server through a secure communication channel utilizing Secure Socket Layer (SSL). The deterministic feature sequence from the iris image is extracted using 1D log-Gabor filters. Mersenne twister random number generator algorithm is used to produce an array of pseudo-random numbers which is later orthonormalised employing GramSchmidt orthonormalization algorithm for performing BioHashing. In addition to this protected interaction mechanism, we use a single Authentication Server in order to enable access to the home appliances of a complete housing society via Internet, which reduces user responsibility and improves accessibility of this endeavor without compromising on system security. We demonstrate the perfect recognition efficiency of this system with equal error rate (EER) of 0% on CASIA 1 iris image dataset.
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