在保持虹膜识别的同时欺骗虹膜传感器的PRNU模式

Sudipta Banerjee, Vahid Mirjalili, A. Ross
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引用次数: 8

摘要

光响应非均匀性(PRNU)原理用于将图像与其源(即产生该图像的传感器)连接起来。在这项工作中,我们研究了是否有可能修改使用一个传感器获得的虹膜图像,以欺骗不同传感器的PRNU噪声模式。在这方面,我们开发了一个图像扰动程序,迭代修改原始虹膜图像中的像素块,使其PRNU模式接近目标传感器。实验表明,所提出的扰动方法在欺骗虹膜图像中存在的PRNU模式同时仍然保留其生物特征内容的有效性。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Spoofing PRNU Patterns of Iris Sensors while Preserving Iris Recognition
The principle of Photo Response Non-Uniformity (PRNU) is used to link an image with its source, i.e., the sensor that produced it. In this work, we investigate if it is possible to modify an iris image acquired using one sensor in order to spoof the PRNU noise pattern of a different sensor. In this regard, we develop an image perturbation routine that iteratively modifies blocks of pixels in the original iris image such that its PRNU pattern approaches that of a target sensor. Experiments indicate the efficacy of the proposed perturbation method in spoofing PRNU patterns present in an iris image whilst still retaining its biometric content.
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