分发系统中的虚假数据注入:攻击者的视角

IF 4.1 3区 工程技术 Q1 COMPUTER SCIENCE, INFORMATION SYSTEMS
Poornachandratejasvi Laxman Bhattar , Naran M Pindoriya , Anurag Sharma
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引用次数: 0

摘要

在信息和通信技术(ICTs)的帮助下,配送系统正在数字化并占据网络空间。它很容易受到虚假数据注入(FDI)和拒绝服务(DoS)等网络攻击。然而,文献中对配电系统网络攻击的研究有限,这些攻击引起了配电系统运营商(DSO)的严重关切。配电系统运营商面临的主要挑战是如何从攻击者的角度来理解 FDI 攻击的构造。因此,本文介绍的工作旨在为 DSO 提供深入的见解,以了解攻击者的视角、攻击流和 FDI 攻击向量的性质。DSO 事先了解攻击流有助于保护关键基础设施免受网络攻击。因此,本研究了解攻击者的行为,以部署最佳预算,通过注入隐蔽的 FDI 向量破坏其中的配电系统运行。攻击者在预算和网络信息方面受到资源限制。因此,我们提出了发起攻击的最佳预算,并将其表述为一个多目标优化问题,以最小化投资并最大化 DSO 的经济损失。在网络信息有限的情况下,为攻击者构建攻击向量具有挑战性。由于多相配置&amp、不平衡性质和较高的电阻与电抗(r/x)比等网络特性,构建攻击向量非常复杂。因此,在非线性编程优化和敏感性分析的基础上,考虑到配电系统的部分信息,提出了 FDI 攻击向量构造。本文介绍了模拟结果,并与文献中的现有方法进行了比较,以验证所提方法的有效性。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
False data injection in distribution system: Attacker's perspective

The distribution system is digitizing and occupying cyberspace with the help of information and communication technologies (ICTs). It is vulnerable to cyber-attacks like false data injection (FDI) and denial-of-services (DoS). However, limited research on cyber-attacks in the distribution system is reported in the literature, and these attacks are of serious concern to distribution system operators (DSOs). The DSO's primary challenge is to understand the attacker's perspective for FDI attack construction. Thus, the work presented in this paper aims to provide an in-depth insight for DSO to apprehend the attacker's perspective, attack flow, and the nature of the FDI attack vector. The prior knowledge of attack flow to DSO can help to protect critical infrastructures from cyber-attacks. Thus, this work comprehends the attacker's behaviour for deploying the optimal budget to disrupt the distribution system operation therein by injecting a stealthy FDI vector. The attacker is resource-constrained in terms of budget and network information. Therefore, the optimal budget for attack initiation is proposed and formulated as a multi-objective optimization problem to minimize the investment and maximize the economic loss for the DSO. Constructing the attack vectors for the attacker is challenging in the limited network information. It is complex because of network characteristics such as multi-phase configurations & an unbalanced nature, and higher resistance to reactance (r/x) ratio. Thus, the FDI attack vector construction is proposed based on non-linear programming optimization and sensitivity analysis considering partial information from the distribution system. The simulation results are presented and compared with available methods in the literature to validate the efficacy of the proposed methods.

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来源期刊
International Journal of Critical Infrastructure Protection
International Journal of Critical Infrastructure Protection COMPUTER SCIENCE, INFORMATION SYSTEMS-ENGINEERING, MULTIDISCIPLINARY
CiteScore
8.90
自引率
5.60%
发文量
46
审稿时长
>12 weeks
期刊介绍: The International Journal of Critical Infrastructure Protection (IJCIP) was launched in 2008, with the primary aim of publishing scholarly papers of the highest quality in all areas of critical infrastructure protection. Of particular interest are articles that weave science, technology, law and policy to craft sophisticated yet practical solutions for securing assets in the various critical infrastructure sectors. These critical infrastructure sectors include: information technology, telecommunications, energy, banking and finance, transportation systems, chemicals, critical manufacturing, agriculture and food, defense industrial base, public health and health care, national monuments and icons, drinking water and water treatment systems, commercial facilities, dams, emergency services, nuclear reactors, materials and waste, postal and shipping, and government facilities. Protecting and ensuring the continuity of operation of critical infrastructure assets are vital to national security, public health and safety, economic vitality, and societal wellbeing. The scope of the journal includes, but is not limited to: 1. Analysis of security challenges that are unique or common to the various infrastructure sectors. 2. Identification of core security principles and techniques that can be applied to critical infrastructure protection. 3. Elucidation of the dependencies and interdependencies existing between infrastructure sectors and techniques for mitigating the devastating effects of cascading failures. 4. Creation of sophisticated, yet practical, solutions, for critical infrastructure protection that involve mathematical, scientific and engineering techniques, economic and social science methods, and/or legal and public policy constructs.
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