A Survey on Cyber-Attacks for Cyber-Physical Systems: Modeling, Defense, and Design

IF 8.9 1区 计算机科学 Q1 COMPUTER SCIENCE, INFORMATION SYSTEMS IEEE Internet of Things Journal Pub Date : 2024-11-20 DOI:10.1109/JIOT.2024.3495046
Zhi Lian;Peng Shi;Mou Chen
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Abstract

Cyber-physical system (CPS) security has become a paramount concern as the integration of digital and physical systems continues to grow. This survey article provides an in-depth analysis of cyber-attacks targeting CPSs, along with existing methodologies for attack modeling, defense, and design. It begins by categorizing the major types of cyber-attacks affecting CPSs, followed by a detailed discussion of the mathematical models representing typical cyber-attacks within cyber-physical space. This article then examines defense mechanisms, covering both detection and response strategies, and emphasizes techniques for designing stealthy attacks. Finally, it identifies promising directions for future research, aiming to provide researchers with a broad perspective that supports the development of robust, real-time security solutions for the increasingly complex CPS landscape.
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网络物理系统的网络攻击调查:建模、防御和设计
随着数字和物理系统集成的不断发展,信息物理系统(CPS)的安全性已成为一个首要问题。这篇调查文章提供了针对cps的网络攻击的深入分析,以及攻击建模、防御和设计的现有方法。本文首先对影响cps的主要网络攻击类型进行分类,然后详细讨论了在网络物理空间中代表典型网络攻击的数学模型。然后,本文将研究防御机制,包括检测和响应策略,并强调设计隐形攻击的技术。最后,它确定了未来研究的有希望的方向,旨在为研究人员提供一个广阔的视角,支持为日益复杂的CPS景观开发强大的实时安全解决方案。
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来源期刊
IEEE Internet of Things Journal
IEEE Internet of Things Journal Computer Science-Information Systems
CiteScore
17.60
自引率
13.20%
发文量
1982
期刊介绍: The EEE Internet of Things (IoT) Journal publishes articles and review articles covering various aspects of IoT, including IoT system architecture, IoT enabling technologies, IoT communication and networking protocols such as network coding, and IoT services and applications. Topics encompass IoT's impacts on sensor technologies, big data management, and future internet design for applications like smart cities and smart homes. Fields of interest include IoT architecture such as things-centric, data-centric, service-oriented IoT architecture; IoT enabling technologies and systematic integration such as sensor technologies, big sensor data management, and future Internet design for IoT; IoT services, applications, and test-beds such as IoT service middleware, IoT application programming interface (API), IoT application design, and IoT trials/experiments; IoT standardization activities and technology development in different standard development organizations (SDO) such as IEEE, IETF, ITU, 3GPP, ETSI, etc.
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