使用生物识别技术的无缝个人身份验证

S. Ayeswarya, J. Norman
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引用次数: 1

摘要

随着最近的设备在潜力和可访问性方面的增长,它们在安全性方面提供了更多的必需品。随着广泛记录的pin使用不足,持续认证系统(CAS)的构建是为了克服安全认证和可用性的重要问题,通过基于生物特征的技术来无缝地验证用户身份。这项工作提出了一种多模态生物识别方法,其中包括来自虹膜和面部的用户信息。人脸和虹膜包含丰富的纹理数据,是生物识别验证的决定性信息。它是非常独特的,也是最精确的生物识别模式之一。然而,欺骗方法可以用来模仿或隐藏用户身份,增加FRR或FAR的可能性。大多数情况下,打印攻击是用来冒充用户身份的。值得注意的是,打印攻击,无论是独立的还是联合的,都可以极大地改变人际和内部的分布,从而提高欺骗CAS的可能性。对系统进行评估,以调查其提供安全性和可用性的性能。最终结果表明,该系统能够将高安全性应用程序所需的侵入性身份验证请求数量减少92%。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Seamless Personal Authentication using Biometrics
As recent devices are growing in potentiality and accessibility, they offer more necessities in terms of security. With the extensively documented inadequate use of PINs, Continuous Authentication System (CAS) is constructed to overcome the vital issue of secure authentication and usability through biometric-based techniques to seamlessly authenticate the user identity. This work presents a multimodal biometric approach which includes the user information from iris and face. Human face and iris involve rich textural data that is the decisive information for biometric verification. It is very unique and one amongst the foremost precise biometric modalities. However, spoofing methods can be used to imitate or occult user identities and increase the possibility of FRR or FAR. Mostly, the print attack is employed as the impersonate user identities. It is noticed that print attack, independently and in conjunction, can crucially vary the interpersonal and intrapersonal distributions and thus improve the possibility to deceive the CAS. The system is assessed to investigate the performance of providing security and usability. The final outcomes illustrated that the system is capable to supply a 92% lessening in the number of invasive authentication requests needed for high-security applications.
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