基于工业物联网边缘计算的高效 RLWE 隐私保护认证方案

IF 5.5 2区 计算机科学 Q1 COMPUTER SCIENCE, INFORMATION SYSTEMS
Yongfei Huang;Guangxia Xu;Xiaoling Song;Yuqing Xu
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引用次数: 0

摘要

工业网络通过无线网络连接设备、传感器和其他物理设备,以收集、共享和分析数据,从而提高生产率、降低成本和改善产品质量。由于每个人都可以使用无线信道,对这些服务的恶意利用也越来越多。因此,确认智能设备和服务器的有效性并保证通信安全至关重要。为了应对这一趋势,相互验证已成为无线通信中一个重要的安全问题。然而,现有技术依赖于质因数分解和离散对数问题,无法有效抵御量子攻击。本研究为工业物联网(IIoT)提出了一种基于边缘计算的匿名身份验证系统。具体来说,我们设计了一种基于 RLWE 的身份验证方法,以抵御各种攻击,同时提高运行效率。所提出的方案在单轮信息交换中实现了相互认证,同时确保了用户匿名性和完美的前向安全性。使用 ProVerif 进行的安全分析和验证表明,我们的方案提高了隐私性和可靠性。此外,实验结果表明,我们的方案在通信和计算成本方面优于现有方案。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
An Efficient RLWE-Based Privacy-Preserving Authentication Scheme Based on Edge Computing in Industrial Internet of Things
An industrial network connects devices, sensors, and other physical devices through wireless networks to collect, share, and analyze data to increase productivity, reduce costs, and improve product quality. Due to the accessibility of wireless channels to everyone, the number of malicious exploits of these services is increasing. Thus, confirming the validity of smart devices and servers and guaranteeing communication security are essential. Mutual authentication has become an essential security concern in wireless communication to meet this tendency. However, available techniques rely on prime factorization and discrete logarithm problems that cannot effectively resist quantum attacks. This study presents an anonymous authentication system based on edge computing for the Industrial Internet of Things (IIoT). Specifically, we devised an RLWE-based authentication method to withstand diverse attacks while improving operating efficiency. The proposed scheme achieves mutual authentication in a single-message exchange round, while ensuring user anonymity and perfect forward security. Security analysis and verification with ProVerif demonstrate that our scheme enhances privacy and reliability. Furthermore, experimental results show that our scheme outperforming existing schemes in terms of communication and computing costs.
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来源期刊
IEEE Transactions on Services Computing
IEEE Transactions on Services Computing COMPUTER SCIENCE, INFORMATION SYSTEMS-COMPUTER SCIENCE, SOFTWARE ENGINEERING
CiteScore
11.50
自引率
6.20%
发文量
278
审稿时长
>12 weeks
期刊介绍: IEEE Transactions on Services Computing encompasses the computing and software aspects of the science and technology of services innovation research and development. It places emphasis on algorithmic, mathematical, statistical, and computational methods central to services computing. Topics covered include Service Oriented Architecture, Web Services, Business Process Integration, Solution Performance Management, and Services Operations and Management. The transactions address mathematical foundations, security, privacy, agreement, contract, discovery, negotiation, collaboration, and quality of service for web services. It also covers areas like composite web service creation, business and scientific applications, standards, utility models, business process modeling, integration, collaboration, and more in the realm of Services Computing.
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