网络态势感知的扩散:当今网络安全真正无处不在的驱动力

Hafiz Muhammad Jamsheed Nazir, Weihong Han
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引用次数: 4

摘要

态势感知(SA)问题需要对当前活动的理解,预测的能力,接下来会发生什么,以及评估当前互联网活动和预测的威胁或影响的策略。这些SA程序是通用的,与领域无关的,可用于检测网络入侵。本文在分析网络态势感知的功能不足和发展需求的基础上,介绍了网络态势感知的起源、概念、目标和特点。在此基础上,讨论了CSA的研究框架,回顾了CSA的研究历史,并对目前研究中存在的问题进行了评价。评估方法分为数学模型、知识推理和模式识别三种。在此基础上,本文详细阐述了新方法的核心思想、评估过程、优缺点,并从模型、知识表示和评估方法三个方面对CSA进行了阐述。对比了许多常用的方法,讨论了当前CSA在安全性、传输性、生存性和系统评估等方面的应用研究现状。最后,本研究总结了目前技术和应用系统的发现,概述了CSA的未来发展方向,并提供了可用于改进组织SA操作的对手活动和信息。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Proliferation of Cyber Situational Awareness: Today's Truly Pervasive Drive of Cybersecurity
Situation awareness (SA) issues necessitate a comprehension of present activities, the ability to forecast, what will happen next, and strategies to assess the threat or impact of current internet activities and projections. These SA procedures are universal, domain-independent and can be used to detect cyber intrusions. This study introduces cyber situation awareness (CSA), its origin, conception, aim, and characteristics based on an analysis of function shortages and development requirements. Furthermore, we discussed the CSA research framework and examined the research history, which is the essential aspect, and assessed the present issues of the research as well. The assessment approaches were divided into three methods: mathematics model, knowledge reasoning, and pattern recognition. The study then goes into detail regarding the core idea, assessment procedure, strengths, and weaknesses of novel approaches, and then, it addresses CSA from three perspectives: model, knowledge representation, and assessment methods. Many common approaches are contrasted, and current CSA application research in the realms of security, transmission, survivability, and system evaluation is discussed. Finally, this study summarized the findings of the present from technical and application systems, outlined CSA’s future development directions, and provided adversary activities and information that can be used to improve an organization’s SA operations.
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