Digital Twins and Its Security Issues and Implications

Main Article Content

Nikhil C

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 system data. 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.

Downloads

Download data is not yet available.

Article Details

How to Cite
Digital Twins and Its Security Issues and Implications. (2023). International Journal of Innovative Science and Modern Engineering (IJISME), 11(11), 7-14. https://doi.org/10.35940/
Section
Articles

How to Cite

Digital Twins and Its Security Issues and Implications. (2023). International Journal of Innovative Science and Modern Engineering (IJISME), 11(11), 7-14. https://doi.org/10.35940/

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

Most read articles by the same author(s)

<< < 1 2