A Hybrid Threat Model for Smart Systems

IF 7 2区 计算机科学 Q1 COMPUTER SCIENCE, HARDWARE & ARCHITECTURE
Fulvio Valenza, Erisa Karafili, Rodrigo Vieira Steiner, Emil C. Lupu
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引用次数: 2

Abstract

Cyber-physical systems and their smart components have a pervasive presence in all our daily activities. Unfortunately, identifying the potential threats and issues in these systems and selecting enough protection is challenging given that such environments combine human, physical and cyber aspects to the system design and implementation. Current threat models and analysis do not take into consideration all three aspects of the analyzed system, how they can introduce new vulnerabilities or protection measures to each other. In this work, we introduce a novel threat model for cyber-physical systems that combines the cyber, physical, and human aspects. Our model represents the system's components relations and security properties by taking into consideration these three aspects. Together with the threat model we also propose a threat analysis method that allows understanding the security state of the system's components. The threat model and the threat analysis have been implemented into an automatic tool, called TAMELESS, that automatically analyzes threats to the system, verifies its security properties, and generates a graphical representation, useful for security architects to identify the proper prevention/mitigation solutions. We show and prove the use of our threat model and analysis with three cases studies from different sectors.
智能系统的混合威胁模型
网络物理系统及其智能组件在我们的日常活动中无处不在。不幸的是,鉴于这些环境将人类、物理和网络方面与系统设计和实施相结合,识别这些系统中的潜在威胁和问题并选择足够的保护是具有挑战性的。当前的威胁模型和分析没有考虑被分析系统的所有三个方面,即它们如何相互引入新的漏洞或保护措施。在这项工作中,我们介绍了一种新的网络物理系统威胁模型,该模型结合了网络、物理和人类方面。我们的模型通过考虑这三个方面来表示系统的组件关系和安全属性。与威胁模型一起,我们还提出了一种威胁分析方法,可以了解系统组件的安全状态。威胁模型和威胁分析已被实现到一个名为TAELESS的自动工具中,该工具可自动分析系统面临的威胁,验证其安全属性,并生成图形表示,有助于安全架构师确定适当的预防/缓解解决方案。我们通过来自不同部门的三个案例研究展示并证明了我们的威胁模型和分析的使用。
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来源期刊
IEEE Transactions on Dependable and Secure Computing
IEEE Transactions on Dependable and Secure Computing 工程技术-计算机:软件工程
CiteScore
11.20
自引率
5.50%
发文量
354
审稿时长
9 months
期刊介绍: The "IEEE Transactions on Dependable and Secure Computing (TDSC)" is a prestigious journal that publishes high-quality, peer-reviewed research in the field of computer science, specifically targeting the development of dependable and secure computing systems and networks. This journal is dedicated to exploring the fundamental principles, methodologies, and mechanisms that enable the design, modeling, and evaluation of systems that meet the required levels of reliability, security, and performance. The scope of TDSC includes research on measurement, modeling, and simulation techniques that contribute to the understanding and improvement of system performance under various constraints. It also covers the foundations necessary for the joint evaluation, verification, and design of systems that balance performance, security, and dependability. By publishing archival research results, TDSC aims to provide a valuable resource for researchers, engineers, and practitioners working in the areas of cybersecurity, fault tolerance, and system reliability. The journal's focus on cutting-edge research ensures that it remains at the forefront of advancements in the field, promoting the development of technologies that are critical for the functioning of modern, complex systems.
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