利用数字孪生技术加强网络物理生产系统的网络安全

IF 2.8 Q2 COMPUTER SCIENCE, INFORMATION SYSTEMS Future Internet Pub Date : 2024-04-17 DOI:10.3390/fi16040134
Yuning Jiang, Wei Wang, Jianguo Ding, Xin Lu, Yanguo Jing
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引用次数: 0

摘要

通过网络物理系统(CPS)实现的网络与物理系统的融合已被整合到网络物理生产系统(CPPS)中,导致向智能制造的模式转变。尽管 CPPS 带来了变革性的好处,但其连接性的增强使制造商面临着可被利用的漏洞所带来的网络攻击。本文提出了一种新颖的 CPPS 安全保护方法,即利用数字孪生(DT)技术开发一种全面的安全模型。该模型提高了资产的可视性,并通过基于 DT 的虚拟调整支持优先缓解易受攻击的组件,为有效缓解提供量化评估结果。我们提出的 DT 安全模型还可作为先进的模拟环境,在不中断实际操作的情况下,帮助评估 CPPS 在各种攻击场景中的脆弱性。通过在人机协作装配系统中的应用,说明了我们的方法的实用性和有效性,展示了 DT 技术的潜力。
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Leveraging Digital Twin Technology for Enhanced Cybersecurity in Cyber–Physical Production Systems
The convergence of cyber and physical systems through cyber–physical systems (CPSs) has been integrated into cyber–physical production systems (CPPSs), leading to a paradigm shift toward intelligent manufacturing. Despite the transformative benefits that CPPS provides, its increased connectivity exposes manufacturers to cyber-attacks through exploitable vulnerabilities. This paper presents a novel approach to CPPS security protection by leveraging digital twin (DT) technology to develop a comprehensive security model. This model enhances asset visibility and supports prioritization in mitigating vulnerable components through DT-based virtual tuning, providing quantitative assessment results for effective mitigation. Our proposed DT security model also serves as an advanced simulation environment, facilitating the evaluation of CPPS vulnerabilities across diverse attack scenarios without disrupting physical operations. The practicality and effectiveness of our approach are illustrated through its application in a human–robot collaborative assembly system, demonstrating the potential of DT technology.
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来源期刊
Future Internet
Future Internet Computer Science-Computer Networks and Communications
CiteScore
7.10
自引率
5.90%
发文量
303
审稿时长
11 weeks
期刊介绍: Future Internet is a scholarly open access journal which provides an advanced forum for science and research concerned with evolution of Internet technologies and related smart systems for “Net-Living” development. The general reference subject is therefore the evolution towards the future internet ecosystem, which is feeding a continuous, intensive, artificial transformation of the lived environment, for a widespread and significant improvement of well-being in all spheres of human life (private, public, professional). Included topics are: • advanced communications network infrastructures • evolution of internet basic services • internet of things • netted peripheral sensors • industrial internet • centralized and distributed data centers • embedded computing • cloud computing • software defined network functions and network virtualization • cloud-let and fog-computing • big data, open data and analytical tools • cyber-physical systems • network and distributed operating systems • web services • semantic structures and related software tools • artificial and augmented intelligence • augmented reality • system interoperability and flexible service composition • smart mission-critical system architectures • smart terminals and applications • pro-sumer tools for application design and development • cyber security compliance • privacy compliance • reliability compliance • dependability compliance • accountability compliance • trust compliance • technical quality of basic services.
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