身份证件的虹膜生物密码技术

Sim Hiew Moi, Nazeema Binti Abdul Rahim, Puteh Saad, Pang Li Sim, Z. Zakaria, S. Ibrahim
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引用次数: 24

摘要

目前,人们注意到用户倾向于选择较短的密码作为身份验证,这很容易受到攻击。生物识别技术,如指纹扫描、语音认证、人脸识别、签名、手部几何和虹膜识别,目前在与安全问题相关的应用中发挥着重要作用。在这项工作中,我们提出了一种从虹膜模板生成唯一且更安全的加密密钥的方法。对虹膜图像进行处理以产生用于加密和解密任务的虹膜模板或代码。采用AES加密算法对身份数据进行加密和解密。在模板匹配识别过程中,采用了汉明距离和欧几里得距离等距离度量。实验结果表明,该系统具有较低的误拒率和误接受率,具有较高的安全性。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Iris Biometric Cryptography for Identity Document
Currently, it is noticed that users tend to choose shorter password as their authentication which can be easily attacked. Biometric technologies such as fingerprint scanning, voice authentication, face recognition, signature, hand geometry and iris recognition is now playing an important role especially in application related to security issue. In this work, we present an approach to generate a unique and more secure cryptographic key from iris template. The iris images are processed to produce iris template or code to be utilized for the encryption and decryption tasks. AES cryptography algorithm are employed to encrypt and decrypt the identity data. Distance metric such as hamming distance and Euclidean distance are used for the template matching identification process. Experimental results show that this system can obtain a higher security with a low false rejection or false acceptance rate.
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