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On the vulnerability of palm vein recognition to spoofing attacks

机译:论掌脉识别对欺骗袭击的脆弱性

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摘要

The vulnerability of palm vein recognition to spoofing attacks is studied in this paper. A collection of spoofing palm vein images has been created from real palm vein samples. Palm vein images are printed using a commercial printer and then, presented at a contactless palm vein sensor. Experiments are carried out using an extensible framework, which allows fair and reproducible benchmarks. Results are presented comparing two automatic segmentations. Experimental results lead to a spoofing false accept rate of 65%, thus showing that palm vein biometrics is vulnerable to spoofing attacks, pointing out the importance to investigate countermeasures against this type of fraudulent actions. A study based on the number of the enrolment samples is also reported, demonstrating a relationship between the number of enrolment samples and the vulnerability of the system to spoofing.
机译:本文研究了棕榈静脉识别对欺骗攻击的脆弱性。已经从真正的棕榈静脉样本中创建了欺骗棕榈静脉图像的集合。使用商业打印机打印棕榈静脉图像,然后在非接触式掌静脉传感器上呈现。使用可扩展框架进行实验,该框架允许公平和可重复的基准。提出了两种自动分段的结果。实验结果导致欺骗假接受率为65%,因此掌静脉生物测定学易受欺骗攻击,指出了调查这种欺诈行为的对策的重要性。还报告了基于注册样本数量的研究,展示了入学样本数与系统欺骗的脆弱性之间的关系。

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