ARCHIVES
Original Article
Enhanced Blockchain-Based Privacy Preservation of Healthcare Insurance Data Using Optimized Elliptic Curve Cryptography
Mahammad Sadhik Karimuddin1
Dr. K. V. Ramana2
K Ravi Kiran3
1 PG Scholar, Department of Computer Science and Engineering, UCEK, JNTUK, Kakinada, Andhra Pradesh, India. 2 Senior Professor, Department of Computer Science and Engineering, UCEK, JNTUK, Kakinada, Andhra Pradesh, India. 3 Assistant Professor, Department of Computer Science and Engineering, UCEK, JNTUK, Kakinada, Andhra Pradesh, India.
Published Online: July-August 2026
Pages: 193-205
Cite this article
↗ https://www.doi.org/10.59256/ijire.20260704021References
[1]. J. Buvana and R. Gayathri, “Blockchain-driven privacy-preservation of healthcare insurance data using improved ECC based
encryption and deep learning based key tuning,” Knowledge-Based Systems, vol. 327, Art. no. 114078, Oct. 2025. DOI:
10.1016/j.knosys.2025.114078.
[2]. A. Ali, B. A. S. Al-rimy, F. S. Alsubaei, and A. A. Almazroi, “HealthLock: Blockchain-Based Privacy Preservation Using
Homomorphic Encryption in Internet of Things Healthcare Applications,” Sensors, vol. 23, no. 15, Art. 6762, Jul. 2023.
[3]. S. Preethi and C. Priyadharsini, “Deep Learning with Blockchain Technology for Secure Data Management in Healthcare Sector
Using Hybrid Elliptic Curve- RSA Cryptography,” 2022.
[4]. J. A. Alzubi, O. A. Alzubi, A. Singh, and M. Ramachandran, “Cloud-IIoT-Based Electronic Health Record Privacy-Preserving by
CNN and Blockchain-Enabled Federated Learning,” 2022.
[5]. A. Ali, H. Ali, A. Saeed, A. A. Khan, and H. G. Mohamed, “Blockchain-Powered Healthcare Systems: Enhancing Scalability and
Security with Hybrid Deep Learning,” 2023.
[6]. K. Mahesh Babu, M. Syed, S. Shaik, and S. Thalari, “Fully Homomorphic Encryption Framework for Privacy Preserving in
Healthcare through Decentralized Machine Learning,” 2024.
[7]. E. Afrihyia, E. C. Chianumba, A. Y. Mustapha, and A. Y. Forkuo, “Developing Privacy-Preserving Data Sharing Protocols for
Healthcare Systems Using Cryptographic and Blockchain-Based Techniques,” 2025.
[8]. G. Rama Devi, “Enhanced Privacy for Health Records Using Blockchain Technologies,” 2024.
[9]. M. B. Singh and A. Pratap, “BPFISH: Blockchain and Privacy-Preserving Federated Learning Inspired Smart Healthcare,” 2022.
[10]. T. T. Kuo, H. E. Kim, and L. Ohno-Machado, “Blockchain Distributed Ledger Technologies for Biomedical and Health Care
Applications,” Journal of the American Medical Informatics Association, 2022.
[11]. A. Azaria, A. Ekblaw, T. Vieira, and A. Lippman, “MedRec: Using Blockchain for Medical Data Access and Permission
Management,” Proc. IEEE Open & Big Data Conference, 2023.
[12]. Q. Xia, E. B. Sifah, A. Smahi, S. Amofa, and X. Zhang, “BBDS: Blockchain-Based Data Sharing for Electronic Medical Records in
Cloud Environments,” Information, vol. 8, no. 2, 2023.
[13]. A. Dubovitskaya, Z. Xu, S. Ryu, M. Schumacher, and F. Wang, “Secure and Trustable Electronic Medical Records Sharing Using
Blockchain,” AMIA Annual Symposium Proceedings, 2024.
[14]. Y. Zhang, X. Liu, and H. Chen, “Privacy-Preserving Healthcare Data Sharing Using Blockchain and Attribute-Based Encryption,”
IEEE Access, 2021.Principal results from EUROASPIRE II. Eur Heart J 2001,22:554-572.
[15]. M. J. Mettler, “Blockchain Technology in Healthcare: The Revolution Starts Here,” Proc. IEEE Healthcare Innovations and Point-
of-Care Technologies
encryption and deep learning based key tuning,” Knowledge-Based Systems, vol. 327, Art. no. 114078, Oct. 2025. DOI:
10.1016/j.knosys.2025.114078.
[2]. A. Ali, B. A. S. Al-rimy, F. S. Alsubaei, and A. A. Almazroi, “HealthLock: Blockchain-Based Privacy Preservation Using
Homomorphic Encryption in Internet of Things Healthcare Applications,” Sensors, vol. 23, no. 15, Art. 6762, Jul. 2023.
[3]. S. Preethi and C. Priyadharsini, “Deep Learning with Blockchain Technology for Secure Data Management in Healthcare Sector
Using Hybrid Elliptic Curve- RSA Cryptography,” 2022.
[4]. J. A. Alzubi, O. A. Alzubi, A. Singh, and M. Ramachandran, “Cloud-IIoT-Based Electronic Health Record Privacy-Preserving by
CNN and Blockchain-Enabled Federated Learning,” 2022.
[5]. A. Ali, H. Ali, A. Saeed, A. A. Khan, and H. G. Mohamed, “Blockchain-Powered Healthcare Systems: Enhancing Scalability and
Security with Hybrid Deep Learning,” 2023.
[6]. K. Mahesh Babu, M. Syed, S. Shaik, and S. Thalari, “Fully Homomorphic Encryption Framework for Privacy Preserving in
Healthcare through Decentralized Machine Learning,” 2024.
[7]. E. Afrihyia, E. C. Chianumba, A. Y. Mustapha, and A. Y. Forkuo, “Developing Privacy-Preserving Data Sharing Protocols for
Healthcare Systems Using Cryptographic and Blockchain-Based Techniques,” 2025.
[8]. G. Rama Devi, “Enhanced Privacy for Health Records Using Blockchain Technologies,” 2024.
[9]. M. B. Singh and A. Pratap, “BPFISH: Blockchain and Privacy-Preserving Federated Learning Inspired Smart Healthcare,” 2022.
[10]. T. T. Kuo, H. E. Kim, and L. Ohno-Machado, “Blockchain Distributed Ledger Technologies for Biomedical and Health Care
Applications,” Journal of the American Medical Informatics Association, 2022.
[11]. A. Azaria, A. Ekblaw, T. Vieira, and A. Lippman, “MedRec: Using Blockchain for Medical Data Access and Permission
Management,” Proc. IEEE Open & Big Data Conference, 2023.
[12]. Q. Xia, E. B. Sifah, A. Smahi, S. Amofa, and X. Zhang, “BBDS: Blockchain-Based Data Sharing for Electronic Medical Records in
Cloud Environments,” Information, vol. 8, no. 2, 2023.
[13]. A. Dubovitskaya, Z. Xu, S. Ryu, M. Schumacher, and F. Wang, “Secure and Trustable Electronic Medical Records Sharing Using
Blockchain,” AMIA Annual Symposium Proceedings, 2024.
[14]. Y. Zhang, X. Liu, and H. Chen, “Privacy-Preserving Healthcare Data Sharing Using Blockchain and Attribute-Based Encryption,”
IEEE Access, 2021.Principal results from EUROASPIRE II. Eur Heart J 2001,22:554-572.
[15]. M. J. Mettler, “Blockchain Technology in Healthcare: The Revolution Starts Here,” Proc. IEEE Healthcare Innovations and Point-
of-Care Technologies
Related Articles
2026
AI-Based Stomach Cancer Detection Using Biomarkers, Medical Images, and Voice Analysis
2026
Hydrogen-Efficient Eco-Driving and Route Planning for Fuel-Cell Electric Vehicles Using Multi-Objective Optimization Under Traffic and Terrain Uncertainty
2026
A Data-Driven Machine Learning Framework for Assessing Patent Commercial Value and Technological Significance
2026
Evaluating Student Academic Performance Through a Benchmark of Fuzzy Reasoning Models
2026
A Hybrid Soft Computing Approach for Managing Uncertainty in Data Analytics
2026
Soft Computing Approaches for Robust Analysis of Imbalanced and Noisy Data
Share Article
Or copy link
https://www.theijire.com/archives/enhanced-blockchain-based-privacy-preservation-of-healthcare-insurance-data-using-optimized-elliptic-curve-cryptography
*Instagram doesn't support direct link sharing from web. Copy the link and share it in your Instagram story or post.