Skip to main content

Advertisement

Log in

AB-DAM: attribute-based data access model in blockchain for healthcare applications

  • Published:
Multimedia Tools and Applications Aims and scope Submit manuscript

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.

This is a preview of subscription content, log in via an institution to check access.

Access this article

Price excludes VAT (USA)
Tax calculation will be finalised during checkout.

Instant access to the full article PDF.

Fig. 1
Fig. 2
Fig. 3
Fig. 4
Fig. 5
Fig. 6
Fig. 7
Fig. 8
Fig. 9
Fig. 10
Fig. 11
Fig. 12
Fig. 13
Fig. 14

Similar content being viewed by others

References

  1. 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

  2. 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

    Article  Google Scholar 

  3. 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

    Article  Google Scholar 

  4. 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

    Article  Google Scholar 

  5. 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

    Google Scholar 

  6. 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

    Article  Google Scholar 

  7. Li M-W, Wang Y-T, Geng J, Hong W-C (2021) Chaos cloud quantum bat hybrid optimization algorithm. Nonlinear Dynam 103:4

    Google Scholar 

  8. Mubarakali A (2020) Healthcare services monitoring in cloud using secure and robust healthcare-based BLOCKCHAIN (SRHB) approach. Mobile Networks Appl 25(4):1330–1337

    Article  MathSciNet  Google Scholar 

  9. 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

  10. 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

    Article  Google Scholar 

  11. 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

    Google Scholar 

  12. 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

  13. 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

  14. 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)

  15. 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

    Article  Google Scholar 

  16. 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

  17. 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

    Article  Google Scholar 

  18. 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

    Article  Google Scholar 

  19. 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

    Article  Google Scholar 

  20. 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.

Download references

Author information

Authors and Affiliations

Authors

Corresponding author

Correspondence to Kavuri KSVA Satheesh.

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

Reprints and permissions

About this article

Check for updates. Verify currency and authenticity via CrossMark

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

Download citation

  • Received:

  • Revised:

  • Accepted:

  • Published:

  • Issue Date:

  • DOI: https://doi.org/10.1007/s11042-022-12674-w

Keywords

Navigation