车辆安全预警的理论分析及虚拟环境中安全预警评估的设计挑战

Sven Tuchscheerer, J. Dittmann, Tobias Hoppe, J. Krems
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引用次数: 5

摘要

本文提出了一种基于软件安全事件的车载安全预警设计方法。因此,我们追求减少安全相关组件故障的目标,这可能是由操纵或恶意软件引起的。我们工作的基础是对汽车系统中被操纵的软件(包括恶意软件)与系统组件的安全相关故障的相关性进行理论分析。我们描述了安全警告的可能性,它可以在传统的安全警告之前及时出现:后者只会指示与安全相关的影响,这些影响可能会在之后作为先前安全事件的影响而出现。在本文中,我们提出了三个典型的图标组合的安全-安全警告。联合警告是指在安全相关故障发生时发出警告,但已经在检测到安全违规时发出警告(例如,车辆中的操纵软件)。一个必不可少的先决条件是对此类恶意软件的识别算法,这在之前的研究中已经进行了研究,如[3]。在理论分析的基础上,我们介绍了在虚拟环境中,准确地说,在驾驶模拟器中测试这些警告的示例设计。有几个因素在这种评估中起着核心作用,例如:感知、驾驶员的反应、对警告的解释和安全意识。结果可以在基本目标的背景下解释:通过安全警报减少事故。因此,它们可作为今后车辆执行的建议行动方针。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Theoretical analysis of security warnings in vehicles and design challenges for the evaluation of security warnings in virtual environments
In this paper, we present an approach for designing security warnings in vehicles for software based security incidents. With this we pursue the goal of reducing safety relevant component failures, which can be caused by manipulated or malicious software. The basis of our work is a theoretical analysis of the correlation of manipulated software (including malware) in automotive systems with the safety relevant failures of system components. We describe the potential of a security warning, which can be presented in time ahead of a traditional safety warning: The latter would only indicate safety-relevant implications that potentially arise later as an implication of the preceding security incident. In this paper we suggest three exemplary icons for a combined security-safety warning. Combined warning means a warning not at the time of a safety-relevant failure but already in the detection of the security-violation (e.g. manipulated software in the vehicle). An essential precondition is a recognition algorithm for such malicious software, which has been examined in previous research like [3]. Based on theoretical analyses, we introduce an exemplary design for the testing of these warnings in a virtual environment, precisely, in a driving simulator. A couple of factors play a central role in such evaluations, such as: perception, reaction of the driver, interpretation of warnings and security awareness. The results can be interpreted in the context of the fundamental aim: the reduction of accidents by security alerts. They thus serve as a recommended course of action for implementation in future vehicles.
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