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Network-based multidimensional moving target defense against false data injection attack in power system

机译:基于网络的多维移动目标防御电力系统中的假数据注入攻击

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摘要

Attackers against power grids need to usually collect sufficient information regarding cyber-physical about the target system (CPS) resources from accessible network communications before performing destructive activities. When the sophisticated cyberattacks like false data injection attacks (FDIA) are developed, they are typically stealthy and barely detectable for general passive defense approaches. In this paper, we propose a network-based multidimensional moving target defense (NMMTD) mechanism for power system, which focuses on disrupting the development of FDIA in the preparation stage. We extend the attack space into multiple dimensions by randomizing the data acquisition in multiple rounds. In each round, we increase apparent complexity and uncertainty in the network communications with controlled changes. To reduce the traffic burden, we design the packet random dropping policy included in NMMTD for end-to-end oblivious communications. We demonstrate the effectiveness of NMMTD in preventing the attacker from intercepting data packets and securing power system against FDIA with little impact on both the network and system performances.
机译:对电网的攻击者需要在执行破坏性活动之前,通常需要有关从可访问网络通信的网络信息(CPS)资源的足够信息。当开发出伪数据注射攻击(FDIA)等复杂的网络内攻击时,它们通常是隐身,并且对于一般被动防御方法来说是勉强可检测的。在本文中,我们提出了一种基于网络的多维移动目标防御(NMMTD)电力系统机制,其侧重于扰乱制备阶段的FDIA的发展。通过在多轮中随机化数据采集,我们将攻击空间扩展为多个维度。在每一轮中,我们增加了与受控变化的网络通信中的表观复杂性和不确定性。为了减少交通负担,我们设计NMMTD中包含的数据包随机丢弃策略,以实现端到端的透明通信。我们展示了NMMTD在防止攻击者拦截数据包和保护电力系统对FDIA的有效性,对网络和系统性能很少影响。

著录项

  • 来源
    《Computers & Security》 |2021年第8期|102283.1-102283.15|共15页
  • 作者单位

    College of Computer Notional University of Defense Technology Changsha 410073 China;

    College of Computer Notional University of Defense Technology Changsha 410073 China;

    Department of Electronic Information and Electrical Engineering Changsha University Changsha 410022 China;

    College of Computer Notional University of Defense Technology Changsha 410073 China Department of Electronic Information and Electrical Engineering Changsha University Changsha 410022 China;

    College of Computer Notional University of Defense Technology Changsha 410073 China;

    College of Meteorology and Oceanography National University of Defense Technology Nanjing 211101 China;

    College of Electrical Engineering National University of Defense Technology Hefei 230037 China;

  • 收录信息 美国《科学引文索引》(SCI);美国《工程索引》(EI);
  • 原文格式 PDF
  • 正文语种 eng
  • 中图分类
  • 关键词

    Cyber-physical system; Moving target defense; Smart Grid; False data injection attack; Protocol oblivious forwarding;

    机译:网络物理系统;移动目标防御;智能电网;假数据注射攻击;议定书令人遗憾的转发;

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