复杂性科学与网络行动:文献调查

Briant Becote;Bhaskar Prasad Rimal
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引用次数: 0

摘要

复杂性科学是一个跨学科的科学领域,将系统作为整体实体进行分析,其特征超出了系统单个元素的总和。本文介绍了当前将网络安全视为复杂适应系统的文献研究。我们介绍了复杂系统的概念和研究领域,并介绍了与网络运行相关的历史背景、主要主题和当前研究。利用基于代理的建模进行网络行动研究的实例展示了基于复杂系统原理的计算建模的力量。我们讨论了作为科学领域的网络行动,定义了当前科学严谨性的不足,并举例说明了复杂性科学基础如何促进各种网络工作的研究和实践。我们为网络专业人员提出了适用于复杂系统的标准定义,并对未来的网络作战研究提出了建议。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Complexity Science and Cyber Operations: A Literature Survey
Complexity science is an interdisciplinary scientific field that analyzes systems as holistic entities consisting of characteristics beyond the sum of a system's individual elements. This paper presents current research across the literature promoting cyber security as a complex adaptive system. We introduce complex systems concepts and fields of study, and deliver historical context, main themes, and current research relevant to cyber operations. Examples of cyber operations research leveraging agent-based modeling demonstrate the power of computational modeling grounded in complex systems principles. We discuss cyber operations as a scientific field, define current shortfalls for scientific rigor, and provide examples of how a complexity science foundation can further research and practice across a variety of cyber-based efforts. We propose standard definitions applicable to complex systems for cyber professionals and conclude with recommendations for future cyber operations research.
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CiteScore
7.80
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