Eigen-Fingerprints-Based Remote Authentication Cryptosystem

Atef Bentahar, A. Meraoumia, H. Bendjenna, S. Chitroub, Abdelhakim Zeroual
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引用次数: 1

Abstract

Nowadays, biometric is a most technique to authenticate /identify human been, because its resistance against theft, loss or forgetfulness. However, biometric is subject to different transmission attacks. Today, the protection of the sensitive biometric information is a big challenge, especially in current wireless networks such as internet of things where the transmitted data is easy to sniffer. For that, this paper proposes an Eigens-Fingerprint-based biometric cryptosystem, where the biometric feature vectors are extracted by the Principal Component Analysis technique with an appropriate quantification. The key-binding principle incorporated with bit-wise and byte-wise correcting code is used for encrypting data and sharing key. Several recognition rates and computation time are used to evaluate the proposed system. The findings show that the proposed cryptosystem achieves a high security without decreasing the accuracy.
基于特征指纹的远程认证密码系统
如今,生物识别技术是一种最常用的身份验证技术,因为它具有防盗窃、防丢失、防遗忘等特点。然而,生物识别技术受到不同的传输攻击。目前,敏感生物特征信息的保护是一个很大的挑战,特别是在物联网等无线网络中,传输的数据很容易被嗅探。为此,本文提出了一种基于特征指纹的生物特征密码系统,通过主成分分析技术提取生物特征向量并进行适当的量化。数据加密和密钥共享采用了绑定密钥的原理,并结合了按位和按字节纠错码。用不同的识别率和计算时间对系统进行了评价。研究结果表明,该密码系统在不降低准确率的前提下实现了较高的安全性。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
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