2021 · 55 citations · 25 references
ComputingCloud ComputingCybersecurityArtificial IntelligenceInternet Of ThingsMachine LearningCyber-physical SecurityData SecurityIndustrial AutomationIndustrial Internet Of ThingsIntrusion DetectionIot SecurityArtificial Intelligence RiskDigital ThreatsDigital Twin ApplicationsDigital Twin ArchitectureDigital Twin IntegrationDigital Twins
The digital twin is based on integrated technologies such as the Internet of Things (IoT), Cloud Computing, Machine Learning, and Artificial Intelligence. The digital twin has become an important method of the digital manufacturing processes for the fourth industrial revolution. The digital twin is driven by increased intelligence, digitization, and reliability of smart manufacturing assets. It has potential usage areas such as construction, smart cities, and healthcare. It could be used to increase the overall performance of the potential systems and to support the physical world. Although extensive benefits are recognized, the security risks for using the digital twin have yet to be explored. The physical world of various nodes communicates with the digital twin. The digital twins will also communicate with each other in the near future. This study investigates the risks and threats which target the components of digital twin, machine learning processes, and data communication. Potential countermeasures and also future work is given.
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Digital Twin in Industry: State-of-the-Art
Fei Tao, He Zhang, Ang Liu et al. · IEEE Transactions on Industrial Informatics · 2019 · 3.8K citations
Engineering, Industrial Engineering, Manufacturing Engineering +17
Enabling technologies and tools for digital twin
Qinglin Qi, Fei Tao, Tianliang Hu et al. · Journal of Manufacturing Systems · 2019 · 1.5K citations
Digital twin-driven product design framework
Fei Tao, Fangyuan Sui, Ang Liu et al. · International Journal of Production Research · 2018 · 1.1K citations
Cyber-Physical Systems Security—A Survey
Abdulmalik Humayed, Jingqiang Lin, Fengjun Li et al. · IEEE Internet of Things Journal · 2017 · 1.1K citations
Stuxnet worm impact on industrial cyber-physical system security
Stamatis Karnouskos · 2011 · 524 citations