通过多模态水印保护生物特征认证

Wadood Abdul
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引用次数: 0

摘要

用户身份验证的重点正在从基于密码的系统转向基于生物识别的系统。生物识别技术的问题是,它们很容易被修改,当受到攻击时,不能像密码一样被修改。还要求用于访问一个系统的生物特征不应用于访问其他系统。本文提出了一种多模态解决方案,利用指纹图像中的细节作为水印对人的虹膜进行修改。实验结果表明了该方法的有效性,水印处理后的识别率仅略有下降。该方法满足了从一个基于生物特征的认证系统窃取的模板不能用于访问另一个系统的多样性要求,因为每个认证系统都以独特的方式对指纹细节进行了水印。该方法在执行时间方面也优于传统的生物识别系统。
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Securing Biometric Authentication Through Multimodal Watermarking
The focus of user authentication is shifting from password based systems to biometrics based systems. The issue with biometrics is that they are susceptible to modifications and when attacked, can not be changed like a password. It is also required that a biometric trait used to access one system should not be used to access other systems. This paper proposes a multimodal solution where the iris of a person is modified using the minutia from the fingerprint image by treating the minutia as a watermark. The experimental results show the effectiveness of the proposed approach where the recognition rate after the watermarking process is only slightly decreased. The proposed approach satisfies the diversity requirement where a template stolen from one biometric based authentication system can not be used to access another system as the fingerprint minutia are watermarked in a unique way for every authentication system. The proposed approach also outperforms traditional biometric systems in-terms of execution time.
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