Published November 30, 2023 | Version CC-BY-NC-ND 4.0
Journal Open

Digital Twins and Its Security Issues and Implications

  • 1. Department of Information Technology, Vellore Institute of Technology, Vellore (Tamil Nadu), India.

Description

Abstract: A digital twin is a digital or virtual copy of physical assets or products. It has the virtual and real world by collecting real-time data from the sensors which are installed in the devices. The collected data is either locally decentralized or centrally stored in cloud. Then the data is evaluated and simulated in virtual copy of the assets. After revising the information from stimulation the parameters are applied to real assets and we can predict current and future conditions in both design and operational environment. Also these are the next big thing in fourth industrial revolution for the development of new products and process. Because of vast amount of data used and the risk this poses to sensitive systemdata. To overcome these. The key enabling technology for digital twins data analytics and IoT must follow the updated security policies, and data sharing based on Distributed Ledger Technology can help to overcome the challenges in sharing data.

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Dates

Accepted
2023-11-15
Manuscript received on 13 June 2023 | Revised Manuscript received on 09 November 2023 | Manuscript Accepted on 15 November 2023 | Manuscript published on 30 November 2023

References

  • Aidan Fuller, Zhong Fan, Charles Day, Chris Barlow,"Digital Twin: Enabling Technologies, Challenges and Open Research", IEEE, 2020. DOI: 10.1109/ACCESS.2020.2998358
  • Yunlong Lu, Xiaohong Huang, Ke Zhang, Sabita Maharjan, Yan Zhang, "Communication-Efficient Federated Learning and Permissioned Blockchain for Digital Twin Edge Networks", Internet of Things Journal IEEE, 2021. DOI: 10.1109/JIOT.2020.3015772
  • Paolo Bellavista, Carlo Giannelli, Marco Mamei, Matteo Mendula, Marco Picone, "Application-Driven Network-Aware Digital Twin Management in Industrial Edge Environments", Industrial Informatics IEEE Transactions, 2021.-10.1109/TII.2021.3067447
  • Wenyu Dong, Bo Yang, Ke Wang, Junzhi Yan, Shen He, "A Dual Blockchain Framework to Enhance Data Trustworthiness in Digital Twin Network", Digital Twins and Parallel Intelligence (DTPI) 2021 IEEE 1st International Conference on, 2021. DOI: 10.1109/DTPI52967.2021.9540185
  • A. Fuller, Z. Fan, C. Day and C. Barlow, "Digital twin: Enabling technologies challenges and open research", IEEE Access, 2020. DOI: 10.1109/ACCESS.2020.2998358
  • L. Jiang, S. Xie, S. Maharjan and Y. Zhang, "Joint transaction relaying and block verification optimization for blockchain empowered D2D communication", IEEE Trans. Veh. Technology, Jan. 2020. DOI: 10.1109/TVT.2019.2950221
  • F. Tao, H. Zhang, A. Liu and A. Y. C. Nee, "Digital twin in industry: State-of-the-art", IEEE Trans. Ind. Informat, Oct. 2019. DOI: 10.1109/TII.2018.2873186
  • Matthew Milton, Castulo De La O, Herbert L. Ginn, Andrea Benigni, "Controller-Embeddable Probabilistic Real-Time Digital Twins for Power Electronic Converter Diagnostics", Power Electronics IEEE Transactions 2020. DOI: 10.1109/TPEL.2020.2971775
  • Juuso Autiosalo, Jari Vepsäläinen, Raine Viitala, Kari Tammi, "A Feature-Based Framework for Structuring Industrial Digital Twins", Access IEEE , 2020. DOI: 10.1109/ACCESS.2019.2950507
  • Sergey K. Andryushkevich, Serge P. Kovalyov, Evgeny Nefedov, "Composition and Application of Power System Digital Twins Based on Ontological Modeling", IEEE, 2019. DOI: 10.1109/INDIN41052.2019.8972267
  • Adil Rasheed, Omer San, Trond Kvamsdal, "Digital Twin: Values Challenges and Enablers From a Modeling Perspective", Access IEEE, 2020. DOI: 10.1109/ACCESS.2020.2970143
  • Mohsin Raza, Priyan Malarvizhi Kumar, Dang Viet Hung, William Davis, Huan Nguyen, Ramona Trestian, "A Digital Twin Framework for Industry 4.0 Enabling Next-Gen Manufacturing", Industrial Technology and Management (ICITM) 2020 9th International Conference, 2020. DOI: 10.1109/ICITM48982.2020.9080395
  • Matthew Milton, Castulo De La O, Herbert L. Ginn, Andrea Benigni, "Controller-Embeddable Probabilistic Real-Time Digital Twins for Power Electronic Converter Diagnostics", Power Electronics IEEE Transactions on, 2020. DOI: 10.1109/TPEL.2020.2971775
  • Thumeera R. Wanasinghe, Leah Wroblewski, Bui K. Petersen, Raymond G. Gosine, Lesley Anne James, Oscar De Silva, George K. I. Mann, Peter J. Warrian, "Digital Twin for the Oil and Gas Industry: Overview Research Trends Opportunities and Challenges", Access IEEE, 2020. DOI: 10.1109/ACCESS.2020.2998723
  • Fedwa Laamarti, Hawazin Faiz Badawi, Yezhe Ding, Faisal Arafsha, Basim Hafidh, Abdulmotaleb El Saddik, "An ISO/IEEE 11073 Standardized Digital Twin Framework for Health and Well-Being in Smart Cities", Access IEEE, 2020. DOI: 10.1109/ACCESS.2020.2999871
  • James Moyne, Yassine Qamsane, Efe C. Balta, Ilya Kovalenko, John Faris, Kira Barton, Dawn M. Tilbury, "A Requirements Driven Digital Twin Framework: Specification and Opportunities", Access IEEE, 2020. DOI: 10.1109/ACCESS.2020.3000437
  • Aidan Fuller, Zhong Fan, Charles Day, Chris Barlow, "Digital Twin: Enabling Technologies Challenges and Open Research", Access IEEE, 2020. DOI: 10.1109/ACCESS.2020.2998358
  • Mikel González, Oscar Salgado, Jan Croes, Bert Pluymers, Wim Desmet, "A Digital Twin for Operational Evaluation of Vertical Transportation Systems", Access IEEE, 2020. DOI: 10.1109/ACCESS.2020.3001686
  • Stanislav Jersov, Aleksei Tepljakov, "Digital Twins in Extended Reality for Control System Applications", Telecommunications and Signal Processing (TSP) 2020 43rd International Conference on, 2020 DOI: 10.1109/TSP49548.2020.9163557
  • George J. Tsinarakis, Polychronis S. Spanoudakis, George Arabatzis, Nikos C. Tsourveloudis, Lefteris Doitsidis, "Implementation of a Petri-net based Digital Twin for the development procedure of an Electric Vehicle", Control and Automation (MED) 2020 28th Mediterranean Conference, 2020. DOI: 10.1109/MED48518.2020.9182784
  • Martin Sjarov, Tobias Lechler, Jonathan Fuchs, Matthias Brossog, Andreas Selmaier, Florian Faltus, Toni Donhauser, Jörg Franke, "The Digital Twin Concept in Industry – A Review and Systematization", Emerging Technologies and Factory Automation (ETFA) 2020 25th IEEE International Conference on 2020. DOI: 10.1109/ETFA46521.2020.9212089
  • Yuanyang Dai, Youqun Shi, Zhaohui Zhang, Ran Tao, Fang Fang, "Digital Twins Driving Model Based on Petri Net in Industrial Pipeline", Artificial Intelligence and Electromechanical Automation (AIEA) 2020 International Conference on 2020. DOI: 10.1109/AIEA51086.2020.00067
  • Ahmed Saad, Samy Faddel, Tarek Youssef, Osama A. Mohammed, "On the Implementation of IoT-Based Digital Twin for Networked Microgrids Resiliency Against Cyber Attacks", Smart Grid IEEE Transactions on, 2020. DOI: 10.1109/TSG.2020.3000958
  • R. He, G. Chen, C. Dong, S. Sun, and X. Shen, ''Data-driven digital twin technology for optimized control in process systems,'' ISA Trans, Dec. 2019. DOI:10.1016/j.isatra.2019.05.011
  • Y. Liu, L. Zhang, Y. Yang, L. Zhou, L. Ren, F. Wang, R. Liu, Z. Pang, and M. J. Deen, ''A novel cloud-based framework for the elderly healthcare services using digital twin,'' IEEE Access, 2019. DOI: https://doi.org/10.1007/s10916-020-01623-5
  • D. Ross, ''Digital twinning [information technology virtual reality],'' Eng. Technol., May 2016 DOI:10.1049/ET.2016.0403
  • S. R. Chhetri, S. Faezi, A. Canedo, and M. A. A. Faruque, ''QUILT: Quality inference from living digital twins in IoT-enabled manufacturing systems,'' in Proc. Int. Conf. Internet Things Design Implement., Apr. 2019. DOI: https://doi.org/10.1145/3302505.3310085
  • D. Shangguan, L. Chen, and J. Ding, ''A hierarchical digital twin model framework for dynamic cyber-physical system design,'' in Proc. 5th Int. Conf. Mechatronics Robot. Eng. ICMRE, 2019. DOI:10.1145/3314493.3314504
  • K. M. Alam and A. El Saddik, ''C2PS: A digital twin architecture reference model for the cloud-based cyber-physical systems,'' IEEE Access, 2017 DOI:10.1109/ACCESS.2017.2657006
  • R. Stark, C. Fresemann, and K. Lindow, ''Development and operation of digital twins for technical systems and services,'' CIRP Ann, 2019 DOI: 10.1016/j.cirp.2019.04.024
  • Matthias Eckhart, Andreas Ekelhart, Edgar Weippl, "Enhancing Cyber Situational Awareness for Cyber-Physical Systems through Digital Twin", IEEE, 2019. DOI: 10.1109/ETFA.2019.8869197
  • Jose Antonio Marmolejo, "Design and Development of Digital Twins: a Case Study in Supply Chains", LLC, 2020. DOI:10.1007/s11036-020-01557-9
  • Eckhart, M., & Ekelhart, A. (2018, May). Towards security-aware virtual environments for digital twins. In Proceedings of the 4th ACM workshop on cyber-physical system security (pp. 61-72). https://dl.acm.org/doi/10.1145/3198458.3198464
  • Atalay, M., & Angin, P. (2020, June). A digital twins approach to smart grid security testing and standardization. In 2020 IEEE International Workshop on Metrology for Industry 4.0 & IoT (pp. 435-440). IEEE. DOI: 10.1109/MetroInd4.0IoT48571.2020.9138264
  • Maillet-Contoz, L., Michel, E., Nava, M. D., Brun, P. E., Leprêtre, K., & Massot, G. (2020, June). End-to-end security validation of IoT systems based on digital twins of end-devices. In 2020 Global Internet of Things Summit (GIoTS) (pp. 1-6). IEEE. https://www.mdpi.com/1999-5903/12/10/163
  • Tauber, M., & Schmittner, C. (2018). Enabling security and safety evaluation in industry 4.0 use cases with digital twins. ERCIM News.
  • Alshammari, K., Beach, T., & Rezgui, Y. (2021). Cybersecurity for digital twins in the built environment: current research and future directions. Journal of Information Technology in Construction, 26, 159-173. DOI: 10.36680/j.itcon.2021.010
  • Xin, L., Xiu, L., & Xinxin, W. (2019). Overview of digital twins application and safe development. Journal of system simulation, 31(3), 385.
  • Hearn, M., & Rix, S. (2019). Cybersecurity Considerations for Digital Twin Implementations. IIC J. Innov, 107-113.
  • Redelinghuys, A. J. H., Kruger, K., & Basson, A. (2019, October). A six-layer architecture for digital twins with aggregation. In International Workshop on Service Orientation in Holonic and Multi-Agent Manufacturing (pp. 171-182). Springer, Cham. DOI:10.1007/978-3-030-27477-1_13
  • Olivares-Rojas, J. C., Reyes-Archundia, E., Gutiérrez-Gnecchi, J. A., Molina-Moreno, I., Cerda-Jacobo, J., & Méndez-Patiño, A. (2021). Towards Cybersecurity of the Smart Grid using Digital Twins. IEEE Internet Computing. DOI: 10.1109/MIC.2021.3063674
  • Eckhart, M., & Ekelhart, A. (2019). Digital twins for cyber-physical systems security: State of the art and outlook. Security and Quality in Cyber-Physical Systems Engineering, 383-412. DOI: 10.18-3-030-25312-7_14007/97
  • Marksteiner, S., Bronfman, S., Wolf, M., & Lazebnik, E. (2021). Using Cyber Digital Twins for Automated Automotive Cybersecurity Testing. arXiv preprint arXiv:2107.07355. DOI: 10.1109/EuroSPW54576.2021.00020
  • Alenezi*, M., & Almuairfi, S. (2019). Security Risks in the Software Development Lifecycle. In International Journal of Recent Technology and Engineering (IJRTE) (Vol. 8, Issue 3, pp. 7048–7055). https://doi.org/10.35940/ijrte.c5374.098319
  • M., Dr. N., Jain, Dr. E., Nigam, Dr. B., & M., Ms. S. (2019). Efficient Implementation of Big Data Access Control Scheme with Privacy-Preserving Policy. In International Journal of Innovative Technology and Exploring Engineering (Vol. 8, Issue 10, pp. 3385–3395). https://doi.org/10.35940/ijitee.j9382.0881019
  • Onome, Dr. O. A. (2022). Advanced Cyber Exploitation and Mitigation Methodology. In International Journal of Emerging Science and Engineering (Vol. 10, Issue 4, pp. 8–15). https://doi.org/10.35940/ijese.c2525.0310422