一种基于密码学的安全通信人脸认证系统

Ba Ajeethra, Sv Gautham Prasath, R. Arun Balaji, K. A. Kumar
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引用次数: 0

摘要

数字通信和网络已经成为我们日常生活中不可或缺的一部分。数字网络的技术进步也必须包括安全和保密范例。以前关于通信系统的几项工作包含了密钥的存储、共享和复杂性问题。在考虑到现有工作中存在的问题的基础上,本文提出了基于云计算的加密技术和人脸识别技术的安全通信。所提出的系统适用于受保护的通信过程,其中消息只有在使用线性二进制模式直方图(LBPH)人脸识别和Rivest, Shamir, Adleman (RSA)加密技术与云管理系统验证授权发送方和接收方后才有权。系统生成RSA密钥对,导出为PEM (Privacy- Enhanced Mail)文件,通过SSH (Secure Shell)隧道保存在远程服务器上。该系统发现,在有限的时间内,使用50个样本进行人脸认证是最有效和准确的。现有的工作主要是通过增加加密层来提高安全性,这反过来又增加了处理密钥和解密过程的复杂性。该方法在遵循生物识别认证系统的基础上,在不增加系统复杂性的情况下,提供了一个更有效的安全层。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
A Cryptography based Face Authentication System for Secured Communication
Digital communication and networking had become an integral part of our everyday life. Technological advancements in Digital networking must also include security and confidentiality paradigms. Several previous works on communication systems comprised the problem of storage, sharing, and complexity of keys. On considering the mentioned problems of existing works, this paper proposes secure communication using cryptography and face recognition techniques with cloud computing. The proposed system pertains to a protected communication process, where messages are entitled only after the verification of the authorized sender and receiver using Linear Binary Pattern Histogram (LBPH) face recognition, and Rivest, Shamir, Adleman (RSA) cryptographic technique with the cloud management system. The system generates RSA key pair, which is exported as a Privacy- Enhanced Mail (PEM) file and stored in a remote server through a Secure Shell (SSH) tunnel.The proposed system has found that using 50 samples for face authentication is most efficient and accurate with limited time. Existing works have focused to increase security by adding layers of encryption which in turn increased the complexity to handle keys and decryption processes. This proposed methodology on following a biometric authentication system, stretches itself with an extra efficient layer of security without increasing the complexity of the system.
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