智能嵌入式系统的形式化安全分析

F. Tabrizi, K. Pattabiraman
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引用次数: 16

摘要

智能嵌入式系统是物联网的核心组成部分。针对不同类别的物联网设备发现了许多漏洞和攻击。因此,开发一种系统的机制来分析智能嵌入式系统的安全性,将有助于开发人员发现新的攻击,并改进系统的设计和实现。作为一种广泛应用的智能嵌入式设备,本文采用重写逻辑对智能电表的功能进行了正式建模。我们还为攻击者定义了一组正式的操作。我们的正式模型使我们能够自动分析系统,并使用模型检查,找到将系统转换到任何不希望的状态的攻击者操作的所有序列。我们在一个真实的智能电表上评估了我们的模型的分析结果,并发现该模型发现的相当大的攻击集可以应用于智能电表,仅使用廉价的商品现货硬件。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Formal security analysis of smart embedded systems
Smart embedded systems are core components of Internet of Things (IoT). Many vulnerabilities and attacks have been discovered against different classes of IoT devices. Therefore, developing a systematic mechanism to analyze the security of smart embedded systems will help developers discover new attacks, and improve the design and implementation of the system. In this paper, we formally model the functionalitiy of smart meters, as an example of a widely used smart embedded device, using rewriting logic. We also define a formal set of actions for attackers. Our formal model enables us to automatically analyze the system, and using model-checking, find all the sequences of attacker actions that transition the system to any undesirable state. We evaluate the analysis results of our model on a real smart meter, and find that a sizeable set of the attacks found by the model can be applied to the smart meter, using only inexpensive, commodity off-the-shelf hardware.
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