基于三角函数线性组合的可抵消生物识别系统,在法医口腔生物识别中有特殊应用

M. Banday, A. H. Mir
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引用次数: 0

摘要

原始形式的生物识别模板容易受到攻击,如果受到损害则不可撤销,因此需要加以保护。提出了一种基于三角函数线性组合的模板保护方法,该方法既保证了法医档案中保存的牙科模板的安全性,又保证了识别系统的识别性能。此外,通过多次尝试将转换后的模板还原到原始域,对这种不可逆转换进行了安全性分析,证明了这种转换在保持不可逆性方面是有效的。实验结果表明,该方法具有较低的EER值(2%)。此外,该系统对原始和转换后的牙科模板的识别率接近98%,排名1的识别率为93.33%,值得一提的是,在模板可再生的情况下,改变键值并不会降低系统性能。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Cancellable biometric system based on linear combination of trigonometric functions with special application to forensic dental biometrics
Biometric templates in its original form are susceptible to attacks and irrevocable if compromised, and thus need to be protected. The proposed template protection approach based on a linear combination of trigonometric functions secures the dental templates stored in forensic records and also maintains the recognition performance of the identification system simultaneously. Furthermore, the security analysis of this non invertible transformation has been done by making many attempts to revert the transformed templates back to the original domain which proved effectual in maintaining the non-invertibility. The experimental results indicate that this approach is practical with a low EER of 2%. Moreover, this system has a high recognition rate of almost 98% and rank 1 identification rate of 93.33% for original as well as transformed dental templates and it is worth to mention that varying the key value does not degrade the system performance in case of template renewability.
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