Design principles and experimental analysis of secure data exchange approaches for distributed cyber-physical sensors in electric grid systems

Q2 Energy
Patricia Cordeiro, Shamina Hossain-McKenzie, Adam Summers, Adrian Chavez, Georgios Fragkos, Khandaker Akramul Haque, Mohamed Massoudi, Alex Reyna, Taylor Collins, Katherine Davis
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引用次数: 0

Abstract

Critical infrastructure systems such as the electric grid are increasingly cyber-physical, where communication and control are tightly intertwined with the physics-based processes of power flow. To ensure safe and resilient operation of these cyber-physical systems, a variety of sensors and analyses are required for monitoring and detection of abnormal or malicious behavior to achieve full cyber-physical situational awareness (CPSA). To share this collected data with different analysis platforms, whether intrusion detection systems or state estimation algorithms, secure data exchange is essential. Designing secure data exchange across interconnected systems of systems (SoS) can be challenging without considering unique characteristics of the underlying cyber and physical processes. It is important to consider different types of communication protocols, frequency of communications, and types of communications (e.g., sensor measurements, control commands). In this paper, we provide design principles and experimental results for secure and resilient data exchange across distributed sensors and analytics in decentralized, cyber-physical energy systems. Specifically, secure data exchange technologies such as IPFS, synchronic web, multichain, and storage/sharing principles are presented and experimental results are provided to assess their applicability to exemplar distributed CPSA sensors.

电网系统分布式网络物理传感器安全数据交换方法的设计原理与实验分析
关键的基础设施系统,如电网,越来越多地是网络物理的,其中通信和控制与基于物理的电力流过程紧密交织在一起。为了确保这些网络物理系统的安全和弹性运行,需要各种传感器和分析来监测和检测异常或恶意行为,以实现完整的网络物理态势感知(CPSA)。为了与不同的分析平台共享收集到的数据,无论是入侵检测系统还是状态估计算法,安全的数据交换是必不可少的。如果不考虑底层网络和物理过程的独特特征,设计跨互连系统的安全数据交换可能具有挑战性。重要的是要考虑不同类型的通信协议、通信频率和通信类型(例如,传感器测量、控制命令)。在本文中,我们提供了在分散的网络物理能源系统中跨分布式传感器和分析的安全和弹性数据交换的设计原则和实验结果。具体来说,提出了安全数据交换技术,如IPFS、同步网络、多链和存储/共享原则,并提供了实验结果来评估它们对示例分布式CPSA传感器的适用性。
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
Energy Informatics
Energy Informatics Computer Science-Computer Networks and Communications
CiteScore
5.50
自引率
0.00%
发文量
34
审稿时长
5 weeks
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