Study of the applicability of the hierarchy analysis method for choosing a SIEM system

Natalia G. Miloslavskaya, Mark Karapetyans, Vladimir А. Cheverkalov
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Abstract

The paper is dedicated to the problem of choosing a SIEM system for use in the Network Security Center (NSC) of the critical information infrastructure (CII) information and telecommunications system (ITCS) entities. The security information and event management system is a central element of any NSC architecture, directly affecting the effectiveness of detecting cybersecurity incidents in the CII ITCS. Consequently, the problem of a well-founded choice of a SIEM system for NSC operations is relevant. It is proposed to solve this problem using the Analytic Hierarchy Process (AHP) method, which has proven itself in solving multi-criteria selection tasks. Based on the systemic approach and mathematical apparatus of AHP, it allows for a quantitative assessment of selection criteria and considered alternatives and to choose the preferred option from a set of possibilities. The aim of the study is to demonstrate the applicability of the AHP method for a well-founded choice of a system. The following tasks were addressed within the framework of the study: to describe the stages of the considered method and to present an algorithm for selecting a SIEM system consisting of stages of constructing a hierarchy reflecting the goal of the choice, evaluation criteria of alternatives, determination of weights of selection criteria and alternative systems for each criterion by means of pairwise comparison matrices, identification of the preferred SIEM system based on the sorting of overall priorities for all. The obtained results have practical significance for various NSCs implementing the SIEM system, including the ITCS of a CII entity.
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研究了层次分析法在SIEM系统选择中的适用性
本文研究了关键信息基础设施(CII)信息和电信系统(ITCS)实体的网络安全中心(NSC)中SIEM系统的选择问题。安全信息和事件管理系统是任何NSC架构的核心要素,直接影响CII ITCS检测网络安全事件的有效性。因此,为国家安全委员会的业务选择一个有充分根据的SIEM系统的问题是相关的。提出了用层次分析法(AHP)来解决这一问题,该方法在解决多准则选择任务方面已经得到了证明。基于AHP的系统方法和数学工具,它允许对选择标准和考虑的备选方案进行定量评估,并从一组可能性中选择首选方案。本研究的目的是为了证明AHP方法在系统选择方面的适用性。在这项研究的框架内处理了下列任务:描述所考虑的方法的各个阶段,并提出一种选择SIEM系统的算法,该算法由以下几个阶段组成:构建反映选择目标的层次结构、备选方案的评估标准、通过两两比较矩阵确定选择标准和每个标准的备选系统的权重、根据所有人的总体优先级排序确定首选SIEM系统。所得结果对包括CII实体的ITCS在内的各类nccs实施SIEM系统具有实际意义。
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