Security and Data Privacy of Medical Information in Blockchain Using Lightweight Cryptographic System

Document Type : Original Article

Authors

1 Department of Computer Science and Engineering, NMAM Institute of Technology-Affiliated to NITTE (Deemed to be University), India

2 School of Computing and Information Technology, REVA University, Karnataka, India

Abstract

In the healthcare system and hospital environment, the data security and the data connectivity are the major factors to consider for patient data management system. For that, there are several techniques are used to preserve and arrange the patient data with enhanced security system. In that, Blockchain structure of data management improves the secure data storage and transmission process. In the data security system, the quality measure can be validate by means of the size of key that are used for the encryption process. Combined with the blockchain, the encryption model is to be improved for the solve the problem in data security system. This also needs to focus on the size reduction of data storage due to the large key size of encrypted data. In the proposed work, Intuitionistic Derivative Symmetrical Encryption (IDSE) Algorithm based security algorithm along with blockchain function was integrated to form the authorized data storage and transmission process. For the key pattern generation, Differential Hashing Pattern (DHP) based key pattern extraction model was used for high speed data transmission and to reduce the size of data that are encrypted.  The features that are considered for the appropriate security system are the data transmission pattern with respect to the time and the hashing model of key generation. In the result analysis, the performance of the IDSE-DHP are validated with the parameters of data transmission and loss rate in the Blockchain and with the throughput related features.

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Main Subjects


  1. Jameii S. M. and Khanzadi K., "A Latency Reduction Method for Cloud-fog Gaming based on Reinforcement Learning", International Journal of Engineering, Transactions C: Aspects, 35, No. 09, (2022) 1674-1681. https://doi.org/10.5829/ije.2022.35.09c.01
  2. Fan, K., Wang, S., Ren, Y., Li, H. and Yang, Y., "Medblock: Efficient and secure medical data sharing via blockchain." Journal of Medical Systems, Vol. 42, No. 8, (2018), 1-11. https://doi.org/10.1007/s10916-018-0993-7
  3. Kim, M. G., Lee, A. R., Kwon, H. J., Kim, J. W. and Kim, I. K., "Sharing Medical Questionnaries based on Blockchain," IEEE International Conference on Bioinformatics and Biomedicine (2018), 2767-2769. https://doi.org/10.1109/BIBM.2018.8621154
  4. Hussein, A., F., ArunKumar, N., Gonzalez, G., R., Abdulhay, E., Manuel, R., S., J., Tavares. and Hugo C. V., “A medical records managing and securing blockchain based system supported by a Genetic Algorithm and Discrete Wavelet Transform”, Cognitive Systems Research. Vol. 52, (2018), 1-11. https://doi.org/10.1016/j.cogsys.2018.05.004
  5. Ramani, V., Kumar, T., Bracken, A., Liyanage, M. and Ylianttila, M., "Secure and Efficient Data Accessibility in Blockchain Based Healthcare Systems," IEEE Global Communications Conference (GLOBECOM). (2018), 206-212. https://doi.org/10.1109/GLOCOM.2018.8647221
  6. Zhu, L., Wu, Y., Gai, K. and Choo, K-K, R., "Controllable and trustworthy blockchain-based cloud data management" Future Generation Computer Systems, Vol 91, (2019), 527-535. https://doi.org/10.1016/j.future.2018.09.019
  7. Ismail, L., Materwala H. and Zeadally, S., "Lightweight Blockchain for Healthcare," IEEE Access, Vol. 7, (2019), 149935-149951. https://doi.org/10.1109/ACCESS.2019.2947613.
  8. Chen, Y., Ding, S., Xu, Z., Zheng, H. and Yang S. "Blockchain-Based Medical Records Secure Storage and Medical Service Framework" Journal of Medical System, 43, No. 1, (2019), 1-9. https://doi.org/10.1007/s10916-018-1121-4
  9. Bhattacharya, P., Tanwar, S., Bodkhe, U., Tyagi, S. and Kumar, N. "BinDaaS: Blockchain-Based Deep-Learning as-a-Service in Healthcare 4.0 Applications," IEEE Transactions on Network Science and Engineering, 8, No. 2, (2021), 1242-1255. https://doi.org/10.1109/TNSE.2019.2961932
  10. Zhou, T., Li, X. and Zhao, H., "Med-PPPHIS: Blockchain-Based Personal Healthcare Information System for National Physique Monitoring and Scientific Exercise Guiding" Journal of Medical System, Vol 43, No 9, (2019), 1-23. https://doi.org/10.1007/s10916-019-1430-2
  11. Xu, J., Xue, K., Li, S., Tian, H., Hong, J., Hong, P. and Yu, N., "Healthchain: A Blockchain-Based Privacy Preserving Scheme for Large-Scale Health Data" IEEE Internet of Things Journal, Vol. 6, No. 5, (2019), 8770-8781. https://doi.org/10.1109/JIOT.2019.2923525
  12. Saif, S., Biswas, S. and Chattopadhyay, S. "Intelligent, Secure Big Health Data Management Using Deep Learning and Blockchain Technology: An Overview" Deep Learning Techniques for Biomedical and Health Informatics, Springer, Vol 68. (2020), 187-209. https://doi.org/10.1007/978-3-030-33966-1_10
  13. Wang, Z., Luo, N. and Zhou, P. "GuardHealth: Blockchain empowered secure data management and Graph Convolutional Network enabled anomaly detection in smart healthcare", Journal of Parallel and Distributed Computing, 142, (2020), 1-12, https://doi.org/10.1016/j.jpdc.2020.03.004
  14. Abdul- Rahoof P. and Deepthi V.R. "Health Chain: A Secure Scalable Health Care Data Management System Using Blockchain" Proceedings Springer, (2020), 380-391. https://doi.org/10.1007/978-3-030-36987-3_25
  15. Pandey, P. and Litoriya, R. "Securing and authenticating healthcare records through blockchain technology" Cryptologia, Vol. 44, No. 4, (2020), 341-356. https://doi.org/10.1080/01611194.2019.1706060
  16. Puneeth, R.P. and Parthasarathy, G. "A Survey on Security and Interoperability of Electronic Health Records Sharing Using Blockchain Technology" Acta Informatica Pragensia, 12, No. 1, https://doi.org/10.18267/j.aip.187
  17. Farouk, A., Alahmadi, A., Ghose, S. and Mashatan, A. "Blockchain platform for industrial healthcare: Vision and futureopportunities" Computer Communications, Vol. 154, (2020), 223-235. https://doi.org/10.1016/j.comcom.2020.02.058
  18. Puneeth, R.P. and Parthasarathy, G. "A Comprehensive Survey on Privacy-Security and Scalability Solutions for Blockchain Technology", Smart Intelligent Computing and Communication Technology IOS Press. (2021), 173-178, https://doi.org/10.3233/APC210031
  19. Saha, S., Majumder, A., Bhowmik, T., Basu, A. and Choudhury, A. "A Healthcare Data Management System on Blockchain Framework" Communication and Networking, (2021), 1-5. https://doi.org/10.1109/SMARTGENCON51891.2021.9645890
  20. Zaabar, B., Cheikhrouhou, O., Jamil, F., Ammi, M. and Abid, M. “HealthBlock: A secure blockchain-based healthcare data management system”, Computer Networks, Vol 200, (2021). https://doi.org/10.1016/j.comnet.2021.108500
  21. Yaqoob, I., Salah, K., Jayaraman, R. and Al-Hammadi, Y. “Blockchain for healthcare data management: opportunities, challenges, and future recommendations" Neural Computing and Applications, 34, No. 14, (2021), 1-16. https://doi.org/10.1007/s00521-020-05519-w
  22. ElRahman, S.A. and Alluhaidan, A.S. “Blockchain technology and IoT-edge framework for sharing healthcare services.” Soft Computing, 25, No. 21, (2021), 13753-13777. https://doi.org/10.1007/s00500-021-06041-4
  23. Li, D., Han D., Zheng Z., Weng, T., H., Li H., Liu H., Castiglione A. and Li K.-C., "MOOCsChain: A blockchain-based secure storage and sharing scheme for MOOCs learning.” Computer Standard and Interface- Elsevier, Vol. 81, (2022). https://doi.org/10.1016/j.csi.2021.103597
  24. Ajao, L.A., Umar, B.U., Olajide, D.O. and Misra, S. "Application of Crypto-Blockchain Technology for Securing Electronic Voting Systems" Springer Innovations in Communication and Computing. Springer, (2022). https://doi.org/10.1007/978-3-030-89546-4_5
  25. Liu, J., Zhao, J., Huang, H. and Xu, G. "A novel logistics data privacy protection method based on blockchain" Multimed Tools and Applications, Vol. 81, (2022), 23867-23887. https://doi.org/10.1007/s11042-022-12836-w
  26. Kumar, R. and Tripathi, R. "Towards design and implementation of security and privacy framework for Internet of Medical Things (IoMT) by leveraging blockchain and IPFS technology" Journal of Supercomputing, 77, (2021), 7916-7955. https://doi.org/10.1007/s11227-020-03570-x
  27. Jafar, A. A. "Blockchain-based Lamport Merkle digital signature: authentication tool in IoT healthcare" Computer Communications, Vol. 170 (2021), 200-208. https://doi.org/10.1016/j.comcom.2021.02.002.
  28. Jyoti A. and Chauhan, R., K. "A blockchain and smart contract-based data provenance collection and storing in cloud environment" Wireless Networks, 28, No. 4, (2022), 1541-1562. https://doi.org/10.1007/s11276-022-02924-y