A survey of optimization models and methods for cyberinfrastructure security

A survey of optimization models and methods for cyberinfrastructure security
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DOI:
10.1080/24725854.2020.1781306
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发表时间:
2020-07
期刊:
影响因子:
2.6
通讯作者:
Forough Enayaty-Ahangar;Laura A. Albert;E. Dubois
Forough Enayaty-Ahangar;Laura A. Albert;E. Dubois
中科院分区:
工程技术3区
文献类型:
--
作者:
Forough Enayaty-Ahangar;Laura A. Albert;E. Dubois

文献摘要

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来自各行各业的关键基础设施越来越依赖于网络系统和网络基础设施。这些网络组件(包括网络物理系统)面临的风险日益增加,凸显了网络安全在保护关键基础设施方面的重要性。需要经济有效地提高网络基础设施的安全性,这使得这个主题适合进行优化研究。在本调查中,我们回顾了在2019年底之前发表或接受的应用优化来增强或改善网络基础设施安全的文献研究。我们从Scopus检索到的297篇研究中,选取了68篇相关的同行评议学术论文,对其应用领域、任务领域、优化模型和方法进行了综述。最后,我们考虑了文献中的空白和未来可能的研究方向。
Abstract Critical infrastructure from a cross-section of sectors has become increasingly reliant on cyber systems and cyberinfrastructure. Increasing risks to these cyber components, including cyber-physical systems, have highlighted the importance of cybersecurity in protecting critical infrastructure. The need to cost-effectively improve cyberinfrastructure security has made this topic suitable for optimization research. In this survey, we review studies in the literature that apply optimization to enhance or improve cyberinfrastructure security and were published or accepted before the end of the year 2019. We select 68 relevant peer-reviewed scholarly works among 297 studies found on Scopus and provide an overview of their application areas, mission areas, and optimization models and methods. Finally, we consider gaps in the literature and possible directions for future research.