智能电网部署的仿生网络安全

A. McKinnon, S. R. Thompson, R. A. Doroshchuk, Glenn A. Fink, E. Fulp
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引用次数: 14

摘要

智能电网技术正在改变电力系统,将对配电系统产生重大影响,并带来更高的效率。然而,随着电网规模的扩大和它将传输的新型信息带来了传统的集中式安全技术无法解决的安全风险。我们提出了一种可扩展的方法,灵感来自于社会性昆虫(如蚂蚁和蜜蜂)的复杂自适应控制系统。这些系统来自于代理间通信和简单规则的集体应用。Digital Ants框架是一个受生物启发的框架,它使用轻量级的移动代理。代理使用数字信息素进行通信,使代理能够相互警告可能的网络安全问题。所有的通信和协调都是本地化和去中心化的,从而允许框架在智能电网中存在的大量设备之间进行扩展。此外,轻量级使代理适合在计算资源有限的设备上实现。本文将简要概述数字蚂蚁框架,然后介绍基于测试平台的演示结果,展示数字蚂蚁如何识别针对智能电表部署的网络安全攻击场景。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Bio-inspired cyber security for smart grid deployments
Smart Grid technologies are transforming the electric power system in ways that will significantly impact electric distribution systems and result in greater efficiency. However, the increased scale of the grid and the new types of information it will transmit introduce security risks that cannot be addressed by traditional, centralized security techniques. We propose a scalable approach inspired by the complex-adaptive control systems of social insects, such as ants and bees. These systems emerge from inter-agent communication and the collective application of simple rules. The Digital Ants framework is a bio-inspired framework that uses lightweight, mobile agents. The agents communicate using digital pheromones which enable the agents to alert each other of possible cyber security issues. All communication and coordination is both localized and decentralized thereby allowing the framework to scale across the large numbers of devices that will exist in the Smart Grid. Furthermore, being lightweight makes the agents suitable for implementation on devices with limited computational resources. This paper will provide a brief overview of the Digital Ants framework and then present results from testbed-based demonstrations that show how Digital Ants can identify a cyber security attack scenario against smart meter deployments.
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