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Liveness detection via oculomotor plant characteristics: Attack of mechanical replicas

机译:活性检测通过动血管植物特征:机械复制品的攻击

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摘要

A novel approach that performs liveness detection for biometric modalities that use eye movement signal for person identification is proposed and evaluated. Liveness detection is done via estimation and analysis of the internal non-visible anatomical structure of the human eye termed Oculomotor Plant Characteristics (OPC). At this stage of its development the OPC approach targets prevention of spoof attacks that are generated by the accurate mechanical replicas of the human eye. We generalize and test two classes of such eye replicas via their mathematical representations. Specifically, we investigate following classes of replicas: a) those that are built using default OPC values specified by the research literature, and b) those that are built from the OPC specific to an individual. The results that involved processing live data from 32 individuals over four recording sessions and their eye replicas indicate relatively high theoretical resistance of the OPC liveness detection method to the mechanical attack that impersonates an authentic user.
机译:提出并评估了对使用眼球运动信号的生物识别方式执行活性检测的新方法。活性检测是通过估计和分析人眼的内部不可见解剖结构(OPC)的内部不可见解剖结构进行。在其开发的这种阶段,OPC方法的目标是预防由人眼准确的机械复制品产生的欺骗攻击。我们通过他们的数学表示概括并测试了两类这种眼睛复制品。具体而言,我们调查以下类的副本:a)使用由研究文献指定的默认OPC值构建的类别,而b)由特定于个人特定的OPC构建的副本。涉及从四个记录会话和他们的眼睛复制品的32个个人处理实时数据的结果表明了对模拟真实用户的机械攻击的OPC活性检测方法的相对高的理论电阻。

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