基于问题领域本体的安全需求理解认知分层方法分析研究

Bong-Jae Kim, Seok-Won Lee
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引用次数: 2

摘要

社会技术系统(STS)由复杂的需求组成,考虑了各种利益相关者的观点,并且由于STS组件的异质性特征而具有固有的复杂性。然而,STS的安全性仍然是一个主要问题,这可以从由此产生的成本和STS入侵对整个企业的影响来解释。然而,与推荐目标STS的安全需求相关的研究是不够的。首先,由于STS开发和执行的知识是分散的,因此没有为STS提供具有丰富上下文感知的理解问题的系统获取。其次,大多数安全分析只关注技术方法,尽管由于异质性特征,有必要对STS进行整体分析。为了解决这些问题,我们研究了使用问题域本体(PDO)通过面向目标的风险评估来推荐安全需求的三层框架。通过使用该框架,我们演示了如何通过收集、分析和分类来自各种来源的不同信息和知识来构建PDO,以及如何从基于PDO的威胁分析和面向目标的风险评估中推荐安全需求。此外,我们还通过基于真实威胁场景的案例研究讨论了该框架的适用性。本文通过提出一种使用PDO的安全需求推荐框架系统地组织知识的方法,为安全需求工程研究做出了贡献。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Analytical Study of Cognitive Layered Approach for Understanding Security Requirements Using Problem Domain Ontology
Socio-technical Systems (STS) consist of complicated requirements that consider a variety of stakeholders' viewpoints, and are inherently complex due to heterogeneity characteristics of STS components. However, security in STS is still a major issue, which can be explained by the resulting cost and the impact of the STS intrusion on the whole enterprise. However, research related to recommending security requirements for a target STS is insufficient. Firstly, systematic acquisition of understanding the problem with rich context-awareness is not provided to STS, since the knowledge for the development and execution of STS is scattered. Secondly, the majority of security analysis focuses on only the technical approach, although it is necessary to perform a holistic analysis of STS due to heterogeneity characteristics. In order to solve these problems, we conduct a study of the three-layered framework for recommending security requirements through goal-oriented risk assessment using a Problem Domain Ontology (PDO). By using this framework, we demonstrate how the PDO is built through collecting, analyzing, and categorizing different information and knowledge from various sources, and how security requirements are recommended from the threat analysis and the goal-oriented risk assessment based on PDO. In addition, we discuss the applicability of this framework with a case study based on a real threat scenario. This paper contributes to security requirements engineering research by proposing a methodology for systematically organizing knowledge with a security requirements recommendation framework using the PDO.
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