Pointer dynamics as cognitive biometrics

Liliana Cunha, S.T. de Magalhaes, Vítor J. Sá, H. Santos
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Abstract

Biometric authentication technologies aim to increase the precision of security systems and have given proof of their effectiveness. Cognitive biometrics, in particular, has shown the potential of raising security levels, although lacking somewhat in terms of precision and adequate research. Therefore, this study analyses the viability of the usage of the Pointer Dynamics biometric technique as cognitive biometrics, under certain conditions. To this end, an algorithm was developed, whose identity validation criterion is the execution of the individual pattern in the manner of interaction with the mouse, when selecting the grids of the graphic secret. Authentication and fraudulent authentication tests were conducted with two types of images, one with a supposed emotional meaning for the user, and one without. This was done so as to allow the comparison of results brought forth by the application of the technique with and without cognitive stimulus. Although results do not allow definite conclusions to be drawn, the fact is that the False Acceptance Rate of both the cognitive tests and graphs present marked relative variations, for thresholds between 4 and 7, which indicate that it is likely that the cognitive stimulus has increased the resistance to attempts of fraudulent authentication.
指针动态作为认知生物计量学
生物特征认证技术旨在提高安全系统的精度,并证明了其有效性。尤其是认知生物识别技术,它显示出提高安全水平的潜力,尽管在准确性和充分的研究方面有所欠缺。因此,本研究分析了在一定条件下使用指针动态生物识别技术作为认知生物识别技术的可行性。为此,开发了一种算法,其身份验证标准是在选择图形秘密的网格时,以与鼠标交互的方式执行单个模式。使用两种类型的图像进行身份验证和欺诈性身份验证测试,一种对用户具有假定的情感意义,另一种没有。这样做是为了比较在有和没有认知刺激的情况下应用该技术所产生的结果。虽然结果不能得出明确的结论,但事实是,认知测试和图表的错误接受率都呈现出明显的相对变化,阈值在4到7之间,这表明很可能认知刺激增加了对欺诈性认证尝试的抵抗力。
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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