网络生物计量学:通过网络交互进行用户验证

Hugo Gamboa, Ana L. N. Fred, Anil K. Jain
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引用次数: 47

摘要

我们引入了一种基于从用户与网页交互中提取的用户行为的生物特征。我们建议将这种软生物特征集成到传统的登录网页中,以提高系统的安全性。我们称这个安全层为网络生物识别技术。当用户点击PIN码时,这一层监控用户的鼠标移动。提出的生物识别方法提供了一种非侵入性的软行为生物识别附加组件,以提高在线安全性。我们描述了系统的功能,为验证框架开发的一套算法和初步实验结果。我们还介绍了与仅基于PIN的Web访问相比,引入这种软生物识别技术所提供的安全性增强的定量措施。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Webbiometrics: User Verification Via Web Interaction
We introduce a biometric trait based on the user behavior extracted from his interaction with a Web page. We propose the integration of this soft biometric trait in a conventional login Internet page to enhance the security of the system. We call this security layer WebBiometrics. This layer monitors the user mouse movements while he clicks his PIN code numbers. The proposed biometric method provides a non-intrusive soft behavioral biometric add-on to enhance on-line security. We describe the functionality of the system, the set of algorithms developed for the verification framework and preliminary experimental results. We also present quantitative measures of security enhancement offered by the introduction of this soft biometric compared to a PIN only based Web access.
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