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Model based Intrusion Detection System for Synchrophasor Applications in Smart Grid

机译:基于模型的智能电网同步相量入侵检测系统

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摘要

Synchrophasor technology is used for real-time control and monitoring in modern power systems. IEEE C37.118 communication framework is most widely used by synchrophasor devices such as Phasor Measurement Units (PMUs) and Phasor Data Concentrators (PDCs). The size, format and structure of IEEE C37.118 payloads vary significantly from one PMU/PDC to the other which make traditional signature based IDS tools (i.e., SNORT, Suricata, etc) inefficient for synchrophasor-based systems. Thus, this paper presents the design of a comprehensive model-based Synchrophasor Specific Intrusion Detection System (SS-IDS) and analyzes its features and capabilities. The proposed SS-IDS is implemented as a light-weight efficient multi-threaded tool using optimized PCAP filters. The defined model-based rules enable it to detect known as well as unknown attacks (including unintentional misuse). The functionalities of the proposed SS-IDS are validated in the lab using a testbed consisting of real PMU data and NRL CORE based emulated network.
机译:同步相量技术用于现代电力系统中的实时控制和监视。 IEEE C37.118通信框架最广泛地用于相量测量设备,例如相量测量单元(PMU)和相量数据集中器(PDC)。从一个PMU / PDC到另一个,IEEE C37.118有效载荷的大小,格式和结构差异很大,这使得传统的基于签名的IDS工具(即SNORT,Suricata等)在基于同步相量的系统中效率低下。因此,本文介绍了基于综合模型的同步相量特定入侵检测系统(SS-IDS)的设计,并分析了其特征和功能。拟议的SS-IDS使用优化的PCAP滤波器实现为轻量级的高效多线程工具。定义的基于模型的规则使它能够检测已知和未知攻击(包括意外滥用)。在实验室中,使用包含真实PMU数据和基于NRL CORE的仿真网络组成的测试台,对提出的SS-IDS的功能进行了验证。

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