Digital twins as a security risk?

IF 3 3区 医学 Q1 MATHEMATICS, INTERDISCIPLINARY APPLICATIONS Risk Analysis Pub Date : 2024-07-27 DOI:10.1111/risa.15749
Seth Guikema, Roger Flage
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Abstract

Digital twins have become a popular and widely used tool for assessing risk and resilience, particularly as they have increased in the fidelity and accuracy of their representation of real-world systems. Although digital twins provide the ability to experiment on and assess risks to and from a system without damaging the real-world system, they pose potentially significant security risks. For example, if a digital twin of a power system has sufficient accuracy to allow loss of electrical power service due to a natural hazard to be estimated at the address level with a high degree of accuracy, what prevents someone wishing to lead to disruption at this same building from using the model to solve the inverse problem to determine which parts of the power system should be attacked to maximize the likelihood of loss of service to the target facility? This perspective article discusses the benefits and risks of digital twins and argues that more attention needs to be paid to the risks posed by digital twins.

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数字双胞胎会带来安全风险吗?
数字孪生已成为评估风险和复原力的一种流行和广泛使用的工具,特别是随着数字孪生对真实世界系统的保真度和准确性的提高。虽然数字孪生可以在不破坏真实世界系统的情况下,对系统进行实验和风险评估,但它们也可能带来巨大的安全风险。例如,如果一个电力系统的数字孪生具有足够的准确性,可以在地址层面高精度地估算出自然灾害导致的电力服务损失,那么有什么办法可以阻止那些希望导致该建筑物中断的人使用该模型来解决逆问题,以确定应该攻击电力系统的哪些部分,从而最大限度地提高目标设施服务损失的可能性呢?本视角文章讨论了数字孪生的益处和风险,并认为需要更加关注数字孪生带来的风险。
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来源期刊
Risk Analysis
Risk Analysis 数学-数学跨学科应用
CiteScore
7.50
自引率
10.50%
发文量
183
审稿时长
4.2 months
期刊介绍: Published on behalf of the Society for Risk Analysis, Risk Analysis is ranked among the top 10 journals in the ISI Journal Citation Reports under the social sciences, mathematical methods category, and provides a focal point for new developments in the field of risk analysis. This international peer-reviewed journal is committed to publishing critical empirical research and commentaries dealing with risk issues. The topics covered include: • Human health and safety risks • Microbial risks • Engineering • Mathematical modeling • Risk characterization • Risk communication • Risk management and decision-making • Risk perception, acceptability, and ethics • Laws and regulatory policy • Ecological risks.
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