{"title":"Efficient Group Key Management for Resilient Operation of LoRaWAN-Based Smart Grid Applications","authors":"Yacoub Hanna;Mumin Cebe;Juan Leon;Kemal Akkaya","doi":"10.1109/TCST.2024.3378988","DOIUrl":null,"url":null,"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.","PeriodicalId":13103,"journal":{"name":"IEEE Transactions on Control Systems Technology","volume":"32 5","pages":"1706-1717"},"PeriodicalIF":4.9000,"publicationDate":"2024-04-03","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"0","resultStr":null,"platform":"Semanticscholar","paperid":null,"PeriodicalName":"IEEE Transactions on Control Systems Technology","FirstCategoryId":"94","ListUrlMain":"https://ieeexplore.ieee.org/document/10490239/","RegionNum":2,"RegionCategory":"计算机科学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"Q1","JCRName":"AUTOMATION & CONTROL SYSTEMS","Score":null,"Total":0}
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.
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.