针对隐形虚假数据注入攻击的智能配水系统机会约束脆弱性评估

IF 4.1 3区 工程技术 Q1 COMPUTER SCIENCE, INFORMATION SYSTEMS
Nazia Raza, Faegheh Moazeni
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引用次数: 0

摘要

智能配水系统(SWDSs)不仅增强了对整个供水基础设施的监测和控制,但也危及其安全性和弹性。研究了供水管网的不确定性,得到了保证水力完整性的最优设计参数。然而,从网络安全角度对swds不确定性的研究仍未得到充分探讨。为了解决这一限制,本文利用稳健的机会约束优化策略来仔细检查swds对虚假数据注入(FDI)攻击的脆弱位置。这是通过考虑结合点的水需求的概率行为来实现的,这可能会促进FDI对水泵每小时流量测量的隐形攻击。通过几个案例研究验证了所提出的非线性模型,这些案例反映了现实世界网络攻击的后果,包括网络供水中断、泵功耗增加以及swds战略位置系统中不希望出现的压力波动。通过研究案例,得出了整个供水网络的网络攻击后果,同时突出了网络中容易受到威胁的区域。本文有助于在脆弱的环节和交汇处为现有的水利基础设施嵌入额外的安全层。
本文章由计算机程序翻译,如有差异,请以英文原文为准。

Chance-constrained vulnerability assessment of smart water distribution systems against stealthy false data injection attacks

Chance-constrained vulnerability assessment of smart water distribution systems against stealthy false data injection attacks

Chance-constrained vulnerability assessment of smart water distribution systems against stealthy false data injection attacks

Smart water distribution systems (SWDSs) have not only enhanced the monitoring and control of the entire water infrastructure but have also jeopardized its security and resilience. The state-of-the-art examined the uncertainties in the water supply network to obtain optimal design parameters to ensure hydraulic integrity. However, the investigations of uncertainties in SWDSs from the cybersecurity perspective remain unexplored. To address this limitation, this paper utilizes a robust chance-constrained optimization strategy to scrutinize the vulnerable location of SWDSs against False Data Injection (FDI) attacks. This is achieved by factoring in the probabilistic behavior of water demand at junctions that can potentially facilitate stealthy FDI attacks on the hourly measurements of the pump’s flow rate. The proposed nonlinear model is validated with several case studies reflecting the real-world cyberattack consequences including cutoff water supply of the network, enhanced power consumption of the pump, and the undesirable pressure surge in the system at strategic locations of SWDSs. As a result of the studied cases, the cyberattack consequences on the entire water supply network are obtained while highlighting the threat-prone regions of the network. This paper contributes to embedding additional security layers to the existing water infrastructure at the vulnerable links and junctions.

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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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