人脸识别技术在ATM安全中的应用

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引用次数: 0

摘要

近几十年来,人们越来越依赖自动取款机随时随地获取即时现金。与此相关,这些自动取款机正在全国各地安装。随着ATM机数量的不断增加,为ATM机提供安全级别是一个具有挑战性的因素。目前,ATM系统使用门禁卡和密码进行身份验证。技术进步带来了不同的生物识别技术,如指纹、面部识别和视网膜扫描。但安全水平仍然不会对客户造成影响。该模型提出了提供两级安全系统的概念,以减少ATM卡被黑客攻击、PIN被盗、网络钓鱼攻击等欺诈行为,该模型采用了生物识别和密码技术相结合的加密生物识别系统,达到了较高的安全性。人脸特征与用户给出的随机向量对之间,采用距离向量二维量化处理[1]。生成的密钥长度为128位,很难被破解。利用MATLAB实现了人脸特征和随机向量的合并。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
FACE RECOGNITION TECHNIQUE FOR ATM SECURITY
In the recent decades the people are depending more on ATM machines for getting instant cash in anytime and anywhere. In related to these ATM machines are installing in every part of the country. As the ATM machines are growing, providing security level for ATM machines is the challenging factor. In the present days, ATM systems uses access card and PIN for identity verification. The technology advancement has bought different biometric identification technique like finger print, facial recognition and retina scanning. But still the security level is not compromising to customers. This model proposes a concept of providing two level security system in order to reduce the frauds like hacking of ATM cards, PIN stolen, Phishing attack etc., In this model Crypto-biometric system is adopted where biometric and cryptography are combined to achieve high security. Between face features and pairs of random vectors given by user, the two dimensional quantization of distance vectors process is used [1]. The cryptographic key generated is of 128 bits it is difficult for hacking. The merging of face features and random vectors are done by using MATLAB.
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