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Original Article
Transforming Cyber-Physical Systems: Machine Learning for Secure and Efficient Solutions
Harsh Fulambarkar1
Santoshi Kelzarkar2
Harshita Mirase3
Bhagyashree Kumbhare4
Yamini B. Laxane5
123Students, MCA, Smt. Radhikatai Pandav College of Engineering, Nagpur, Maharashtra, India. 4HOD, MCA, Smt. Radhikatai Pandav College of Engineering, Nagpur, Maharashtra, India. 5Professor, MCA, Smt. Radhikatai Pandav College of Engineering, Nagpur, Maharashtra, India.
Published Online: January-April 2025
Pages: 01-07
Cite this article
↗ https://www.doi.org/10.59256/indjcst.20250401001
References
1. P. Zhang, W. He, and Z. Wu, "Artificial Intelligence and Machine Learning for Cyber-Physical Systems: A Survey of Methods, Applications,
and Future Directions," Journal of Systems and Software, vol. 153, pp. 30-48, 2022.
2. L. Wang, J. Zhao, and X. Huang, "Security in Cyber-Physical Systems: Machine Learning Approaches and Challenges," Journal of Cyber
Security, vol. 21, no. 1, pp. 47-58, 2021.
3. M. K. Gupta, N. Chaurasia, and P. Sharma, "Securing Cyber-Physical Systems Using Machine Learning Algorithms: A Review of
Approaches and Techniques," International Journal of Advanced Computer Science and Applications, vol. 12, no. 9, pp. 73-81, 2021.
4. J. Y. Kim, H. Lee, and J. Park, "A Framework for Secure Cyber-Physical Systems Based on Machine Learning Models," IEEE Transactions
on Industrial Electronics, vol. 68, no. 4, pp. 2832-2840, 2021.
5. S. K. Mishra, D. R. Choudhury, and A. K. Padhy, "Machine Learning for Energy-Efficient Cyber-Physical Systems: An Integrated
Approach," Renewable and Sustainable Energy Reviews, vol. 118, 2020.
6. T. Nguyen and H. Zhang, "Cyber-Physical Systems in Industrial IoT: Machine Learning for Enhanced Security and Operational
Efficiency," Computers in Industry, vol. 113, pp. 1-15, 2020.
7. R. K. Gupta and M. G. N. Kumar, "Intelligent Machine Learning Techniques for CPS Security: Challenges and Solutions," International
Journal of Critical Infrastructure Protection, vol. 29, pp. 1-10, 2021.
8. T. S. S. Kumar, S. R. Lee, and A. M. L. Zhou, "Exploring Machine Learning Techniques for Robust Cyber-Physical System Security,"
Journal of Machine Learning in Cyber-Physical Systems, vol. 5, no. 2, pp. 107-123, 2022.
9. R. J. Singh, V. K. Bansal, and K. M. Patel, "A Hybrid Machine Learning Framework for Secure Cyber-Physical Systems in Smart Cities,"
IEEE Transactions on Smart Cities, vol. 4, no. 1, pp. 22-35, 2023.
10. N. R. Kumar, D. S. Karthik, and S. B. Sharma, "Innovations in Machine Learning for Cyber-Physical Systems: Addressing Security and
Efficiency," Computers, Materials & Continua, vol. 68, no. 2, pp. 1287-1301, 2021.
and Future Directions," Journal of Systems and Software, vol. 153, pp. 30-48, 2022.
2. L. Wang, J. Zhao, and X. Huang, "Security in Cyber-Physical Systems: Machine Learning Approaches and Challenges," Journal of Cyber
Security, vol. 21, no. 1, pp. 47-58, 2021.
3. M. K. Gupta, N. Chaurasia, and P. Sharma, "Securing Cyber-Physical Systems Using Machine Learning Algorithms: A Review of
Approaches and Techniques," International Journal of Advanced Computer Science and Applications, vol. 12, no. 9, pp. 73-81, 2021.
4. J. Y. Kim, H. Lee, and J. Park, "A Framework for Secure Cyber-Physical Systems Based on Machine Learning Models," IEEE Transactions
on Industrial Electronics, vol. 68, no. 4, pp. 2832-2840, 2021.
5. S. K. Mishra, D. R. Choudhury, and A. K. Padhy, "Machine Learning for Energy-Efficient Cyber-Physical Systems: An Integrated
Approach," Renewable and Sustainable Energy Reviews, vol. 118, 2020.
6. T. Nguyen and H. Zhang, "Cyber-Physical Systems in Industrial IoT: Machine Learning for Enhanced Security and Operational
Efficiency," Computers in Industry, vol. 113, pp. 1-15, 2020.
7. R. K. Gupta and M. G. N. Kumar, "Intelligent Machine Learning Techniques for CPS Security: Challenges and Solutions," International
Journal of Critical Infrastructure Protection, vol. 29, pp. 1-10, 2021.
8. T. S. S. Kumar, S. R. Lee, and A. M. L. Zhou, "Exploring Machine Learning Techniques for Robust Cyber-Physical System Security,"
Journal of Machine Learning in Cyber-Physical Systems, vol. 5, no. 2, pp. 107-123, 2022.
9. R. J. Singh, V. K. Bansal, and K. M. Patel, "A Hybrid Machine Learning Framework for Secure Cyber-Physical Systems in Smart Cities,"
IEEE Transactions on Smart Cities, vol. 4, no. 1, pp. 22-35, 2023.
10. N. R. Kumar, D. S. Karthik, and S. B. Sharma, "Innovations in Machine Learning for Cyber-Physical Systems: Addressing Security and
Efficiency," Computers, Materials & Continua, vol. 68, no. 2, pp. 1287-1301, 2021.
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