REACT:智能车辆自主入侵响应系统

IF 4.8 2区 计算机科学 Q1 COMPUTER SCIENCE, INFORMATION SYSTEMS
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引用次数: 0

摘要

自动驾驶和联网汽车正在迅速发展,集成了众多技术和软件。然而,这一进步也使它们成为网络安全攻击的目标。随着技术的进步,网络威胁的风险也随之升级,因此,关注的重点也从单纯预防这些攻击转向减轻其影响。目前的解决方案依赖于车辆安全运营中心,在那里对攻击信息进行分析,然后再决定应对策略。然而,这一过程可能非常耗时,而且面临着可扩展性的挑战,以及车辆连接性带来的其他问题。本文提出了一种集成在车辆内的动态入侵响应系统。该系统可使车辆几乎即时应对各种事件,从而减少与车辆安全操作中心互动的需要。该系统提供了一个全面的潜在响应列表、响应评估方法和各种响应选择方法。所提出的解决方案是在一个嵌入式平台上实现的。两个不同的网络攻击使用案例是评估该系统的基础。评估强调了系统的适应性、快速反应能力、最小内存占用以及动态系统参数调整能力。所提出的解决方案强调了在智能汽车中采用动态响应机制的必要性和可行性。这是确保未来智能交通安全性和弹性的关键因素。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
REACT: Autonomous intrusion response system for intelligent vehicles

Autonomous and connected vehicles are rapidly evolving, integrating numerous technologies and software. This progress, however, has made them appealing targets for cybersecurity attacks. As the risk of cyber threats escalates with this advancement, the focus is shifting from solely preventing these attacks to also mitigating their impact. Current solutions rely on vehicle security operation centers, where attack information is analyzed before deciding on a response strategy. However, this process can be time-consuming and faces scalability challenges, along with other issues stemming from vehicle connectivity. This paper proposes a dynamic intrusion response system integrated within the vehicle. This system enables the vehicle to respond to a variety of incidents almost instantly, thereby reducing the need for interaction with the vehicle security operation center. The system offers a comprehensive list of potential responses, a methodology for response evaluation, and various response selection methods. The proposed solution was implemented on an embedded platform. Two distinct cyberattack use cases served as the basis for evaluating the system. The evaluation highlights the system’s adaptability, its ability to respond swiftly, its minimal memory footprint, and its capacity for dynamic system parameter adjustments. The proposed solution underscores the necessity and feasibility of incorporating dynamic response mechanisms in smart vehicles. This is a crucial factor in ensuring the safety and resilience of future smart mobility.

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来源期刊
Computers & Security
Computers & Security 工程技术-计算机:信息系统
CiteScore
12.40
自引率
7.10%
发文量
365
审稿时长
10.7 months
期刊介绍: Computers & Security is the most respected technical journal in the IT security field. With its high-profile editorial board and informative regular features and columns, the journal is essential reading for IT security professionals around the world. Computers & Security provides you with a unique blend of leading edge research and sound practical management advice. It is aimed at the professional involved with computer security, audit, control and data integrity in all sectors - industry, commerce and academia. Recognized worldwide as THE primary source of reference for applied research and technical expertise it is your first step to fully secure systems.
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