Fusion of Multi-Modal Credentials for Authentication in Digital Identity Management Systems

J. Phiri, J. Agbinya
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引用次数: 2

Abstract

The recent years have seen an increase in identity fraud and accessing online services when communication devices such as computers, mobile phones and card based credentials (e.g. credit cards) are involved. This has prompted most governments and business organizations to change the way they do business and manage the user's identity information. However Internet users are vulnerable to identity fraud, which is on the increase and costing the global economy excessive amounts. With the advent of wireless technologies, peer-to-peer communication, GSM networks, it is becoming more challenging to build systems to authenticate users more efficiently. Traditional methods of authenticating a user with passwords and PIN numbers only are slowly proving ineffective since these credentials are easy to guess and steal. This paper proposes a distributed multimodal authentication system as a solution for managing digital identity information on most wireless networks. The proposed system uses artificial intelligence methods and biometrics to improve the security and privacy of users and service providers in a transparent, reliable and efficient way. The system is implemented using a technique of information fusion to combine the user's credentials for optimum recognition and authentication.
数字身份管理系统中多模态认证的融合
近年来,当涉及计算机、移动电话和基于卡的凭证(如信用卡)等通信设备时,身份欺诈和访问在线服务的情况有所增加。这促使大多数政府和商业组织改变了他们开展业务和管理用户身份信息的方式。然而,互联网用户很容易受到身份欺诈的影响,这种情况正在增加,给全球经济造成了巨大的损失。随着无线技术、点对点通信、GSM网络的出现,构建更有效地认证用户的系统变得越来越具有挑战性。仅使用密码和PIN码对用户进行身份验证的传统方法正在慢慢证明是无效的,因为这些凭证很容易被猜测和窃取。本文提出了一种分布式多模态认证系统,作为大多数无线网络中数字身份信息管理的解决方案。该系统采用人工智能方法和生物识别技术,以透明、可靠和高效的方式提高用户和服务提供商的安全性和隐私性。该系统采用信息融合技术将用户的证书组合在一起,从而实现最佳的识别和认证。
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