Efficient Group Key Management for Resilient Operation of LoRaWAN-Based Smart Grid Applications

IF 4.9 2区 计算机科学 Q1 AUTOMATION & CONTROL SYSTEMS
Yacoub Hanna;Mumin Cebe;Juan Leon;Kemal Akkaya
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引用次数: 0

Abstract

Recent developments in low-rate wide-area wireless technologies will enable the deployment of publish–subscribe architectures that can span larger geographical areas in the smart grid. In such a setting, typically, there is a lot of data exchange due to the increased number of multicasts/broadcasts among any device. Thus, using technologies such as long range wide area network (LoRaWAN) will leave very limited bandwidth to perform critical security management operations such as key creation and updates. If security management overhead cannot be minimized, eventually, it may risk meeting the real-time requirements for critical control messages and weakening the resilience of smart grid systems. In this article, we propose a new protocol for group key generation and renewal that not only reduces the number of messages but also minimizes the total delay of the process. The approach integrates classical Diffie–Hellman (DH) key exchange with Shamir’s secret sharing to generate a group key by initiating random pairing points and applying Lagrange interpolation. The hash-chain concept is employed to renew the group key without requiring further message exchanges, essentially achieving key renewal in a single message. The evaluation results show that our approach reduces the number of messages and the setup delay significantly compared to the alternative approaches.
高效群组密钥管理,实现基于 LoRaWAN 的智能电网应用的弹性运行
低速率广域无线技术的最新发展将使发布-订阅架构的部署成为可能,这种架构可以跨越智能电网中更大的地理区域。在这种情况下,由于任何设备之间的多播/广播数量增加,通常会有大量的数据交换。因此,使用长距离广域网(LoRaWAN)等技术来执行密钥创建和更新等关键安全管理操作的带宽非常有限。如果不能最大限度地减少安全管理开销,最终可能会导致无法满足关键控制信息的实时要求,并削弱智能电网系统的弹性。在本文中,我们提出了一种新的群组密钥生成和更新协议,它不仅能减少信息数量,还能将整个过程的总延迟降到最低。该方法将经典的 Diffie-Hellman (DH) 密钥交换与 Shamir 秘密共享相结合,通过启动随机配对点并应用拉格朗日插值法生成群组密钥。哈希链概念用于更新群组密钥,无需进一步的信息交换,基本上只需一条信息即可实现密钥更新。评估结果表明,与其他方法相比,我们的方法大大减少了信息数量和设置延迟。
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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来源期刊
IEEE Transactions on Control Systems Technology
IEEE Transactions on Control Systems Technology 工程技术-工程:电子与电气
CiteScore
10.70
自引率
2.10%
发文量
218
审稿时长
6.7 months
期刊介绍: The IEEE Transactions on Control Systems Technology publishes high quality technical papers on technological advances in control engineering. The word technology is from the Greek technologia. The modern meaning is a scientific method to achieve a practical purpose. Control Systems Technology includes all aspects of control engineering needed to implement practical control systems, from analysis and design, through simulation and hardware. A primary purpose of the IEEE Transactions on Control Systems Technology is to have an archival publication which will bridge the gap between theory and practice. Papers are published in the IEEE Transactions on Control System Technology which disclose significant new knowledge, exploratory developments, or practical applications in all aspects of technology needed to implement control systems, from analysis and design through simulation, and hardware.
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