A New Model-based Framework for Testing Security of IoT Systems in Smart Cities using Attack Trees and Price Timed Automata

M. Krichen, Roobaea Alroobaea
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引用次数: 27

Abstract

In this paper we propose a new model-based framework for testing security properties of Internet of Things in Smart Cities. In general a model-based approach consists in extracting test cases from a formal specification either of the system under test or the environment of the considered system in an automatic fashion. Our framework is mainly built on the use of two formalisms namely Attack Trees and Price Timed Automata. An attack tree allows to describe the strategy adopted by the malicious party which intends to violate the security of the considered IOT system. An attack tree is translated into a network of price timed automata. The product of the constructed price timed automata is then computed using the well known UPPAALL platform. The obtained timed automata product serves as input for the adopted test generation algorithm. Moreover our framework takes advantage of the use of the standardized specification and execution testing language TTCN-3. With this respect, the obtained abstract tests are translated into the TTCN-3 format. Finally we propose a cloud-oriented architecture in order to ensure test execution and to collect the generated verdicts.
使用攻击树和价格时间自动机测试智慧城市物联网系统安全性的新模型框架
本文提出了一种新的基于模型的智能城市物联网安全性能测试框架。一般来说,基于模型的方法包括以自动的方式从正式的规范中提取测试用例,这些规范要么是被测试系统的,要么是被考虑系统的环境。我们的框架主要建立在两种形式的使用上,即攻击树和价格时间自动机。攻击树允许描述恶意方所采用的策略,该策略打算违反所考虑的物联网系统的安全性。攻击树被转化为价格时间自动机网络。然后使用众所周知的UPPAALL平台计算构建的价格时间自动机的产品。得到的时间自动机积作为所采用的测试生成算法的输入。此外,我们的框架利用了标准化规范和执行测试语言TTCN-3的使用优势。在这方面,已将获得的摘要测试翻译成TTCN-3格式。最后,我们提出了一个面向云的体系结构,以确保测试执行和收集生成的结论。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
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