Abstract
This research introduces a novel attribute-based data access model in Blockchain (AB-DAM) Framework in Healthcare Systems to enhance the authentication of the users before data transmission. The proposed AB-DAM strategy and the smart contract assure secure communication. The Data requestor (DR) requests access using a unique ID and password to the Data holder (DH), who processes the request and authenticates the Data user. The information of the DH is embedded in the blockchain using an encrypted master key. The DH does the data encryption process through attribute-based Encryption (ABE), and the encrypted files are uploaded to the Interplanetary File System (IPFS). When the smart contract identifies the user as valid, the DH sends the requested data to the DR through the IPFS. The proposed model obtained the responsiveness and genuine user detection rate value of 24.1578 s and 43.38%, respectively.
Similar content being viewed by others
References
Abou-Nassar EM, Iliyasu AM, El-Kafrawy PM, Song O-Y, Bashir AK, and Abd El-Latif AA (2020) "DITrust Chain: Towards Blockchain-Based Trust Models for Sustainable Healthcare IoT Systems", IEEE Access. 6
Albanese G, Calbimonte JP, Schumacher M, Calvaresi D (2020) Dynamic consent management for clinical trials via private blockchain technology. J Ambient Intell Humaniz Comput 11:1–18
Esposito C, De Santis A, Tortora G, Chang H, Choo KKR (2018) Blockchain: a panacea for healthcare cloud-based data security and privacy? IEEE Cloud Comput 5(1):31–37
Fan G-F, Yu M, Dong S-Q, Yeh Y-H, Hong W-C (2021) Forecasting short-term electricity load using hybrid support vector regression with grey catastrophe and random forest modeling. Utilities Policy 73:101294
Gan C, Saini A, Zhu Q, Xiang Y, Zhang Z (2020) Blockchain-based access control scheme with incentive mechanism for eHealth systems: patient as supervisor. Multimed Tools Appl 80:1–17
Kumar R, Tripathi R (2021) Scalable and secure access control policy for healthcare system using blockchain and enhanced bell–LaPadula model. J Ambient Intell Humaniz Comput 12(2):2321–2338
Li M-W, Wang Y-T, Geng J, Hong W-C (2021) Chaos cloud quantum bat hybrid optimization algorithm. Nonlinear Dynam 103:4
Mubarakali A (2020) Healthcare services monitoring in cloud using secure and robust healthcare-based BLOCKCHAIN (SRHB) approach. Mobile Networks Appl 25(4):1330–1337
Nguyen DC, Pathirana PN, Ding M, Seneviratne A (2020) Blockchain and edge computing for decentralized EMRs sharing in federated healthcare. Proceed IEEE Global Comm Conf:1–6
Nyame G, Qin Z, Agyekum KOBO, Sifah EB (2020) An ECDSA approach to access control in knowledge management systems using Blockchain. Information 11(2):111
Rajput AR, Li Q, Ahvanooey MT (2021) A Blockchain-based secret-data sharing framework for personal health records in emergency condition. Multidisciplinary Digital Publishing Institute 9(2):206
Saha S, Sutrala AK, Das AK, Kumar N and Rodrigues JJ (2020) On the design of blockchain-based access control protocol for IoT-enabled healthcare applications. Proceed IEEE Int Conf Commun (ICC). 1–6
Saini A, Zhu Q, Singh N, Xiang Y, Gao L and Zhang Y (2020) A smart contract based access control framework for cloud smart healthcare system. IEEE Int Things J
Sun J, Ren L, Wang S, Yao X (2020) A blockchain-based framework for electronic medical records sharing with fine-grained access control. PLOS ONE 15(10)
Tan L, Shi N, Yang C, Yu K (2020) A blockchain-based access control framework for cyber-physical-social system big data. IEEE Access 8:77215–77226
Tariq F, Khan ZA, Sultana T, Rehman M, Shahzad Q, Javaid N (2020) Leveraging fine-grained access control in Blockchain-based healthcare system. Proceed Int Conf on Adv Inform Networking Appl, Springer:106–115
Wang S, Zhang Y, Zhang Y (2018) A blockchain-based framework for data sharing with fine-grained access control in decentralized storage systems. Ieee Access 6:38437–38450
Yu G, Zha X, Wang X, Ni W, Yu K, Yu P, Zhang JA, Liu RP, Guo YJ (2020) Enabling attribute revocation for fine-grained access control in blockchain-IoT systems. IEEE Trans Eng Manag 67(4):1213–1230
Zhang Z, Hong W-C (2021) Application of variational mode decomposition and chaotic grey wolf optimizer with support vector regression for forecasting electric loads. Knowl-Based Syst 228:107297
Zhu Q, Loke SW, Trujillo-Rasua R, Jiang F and Xiang Y "Applications of distributed ledger technologies to the internet of things: A survey. ACM computing surveys (CSUR)", vol.52, no.6, pp.1–34, 2019.
Author information
Authors and Affiliations
Corresponding author
Ethics declarations
Conflict of interest
The authors declare that they have no conflict of interest.
Additional information
Publisher’s note
Springer Nature remains neutral with regard to jurisdictional claims in published maps and institutional affiliations.
Rights and permissions
About this article
Cite this article
Satheesh, K.K., Sree, T.K. AB-DAM: attribute-based data access model in blockchain for healthcare applications. Multimed Tools Appl 81, 23567–23588 (2022). https://doi.org/10.1007/s11042-022-12674-w
Received:
Revised:
Accepted:
Published:
Issue Date:
DOI: https://doi.org/10.1007/s11042-022-12674-w