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Blockchain-based secure and scalable supply chain management system to prevent drug counterfeiting

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Abstract

A drug supply chain comprises the entire process starting from producing a drug using raw materials to delivering it to the consumer. To ensure safe and reliable delivery of drugs to consumers, a well-managed Supply Chain Management (SCM) system is needed. In traditional SCM systems, tracking a drug throughout the chain is difficult, which increases the chances of counterfeiting drugs. Moreover, traditional SCM systems face the scalability issue because they can process limited information. In this paper, a blockchain-based scheme is proposed by using the InterPlanetary File System (IPFS) to solve the problems of traditional SCMs. Here, the information generated during the manufacturing of drugs, as well as the details of transactions, are stored in the IPFS, so that no data can be tampered with at any time. In the proposed scheme, smart contracts are implemented to automate the execution of the entire SCM system, and the Proof of Work (PoW) consensus algorithm is used to validate the transactions. Many experiments are performed to evaluate the performance of the proposed scheme in terms of throughput, communication cost, and many more. Security analysis and performance analysis of the proposed scheme show its efficiency compared to the well-known existing schemes.

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References

  1. Prajogo, D., Mena, C., Nair, A.: The fit between supply chain strategies and practices: a contingency approach and comparative analysis. IEEE Trans. Eng. Manage. 65(1), 168–180 (2018)

    Article  Google Scholar 

  2. Müßigmann, B., Gracht, H., Hartmann, E.: Blockchain technology in logistics and supply chain management—a bibliometric literature review from 2016 to January 2020. IEEE Trans. Eng. Manage. 67(4), 988–1007 (2020)

    Article  Google Scholar 

  3. Ehis, A.T.: Optimization of security information and event management (SIEM) infrastructures, and events correlation/regression analysis for optimal cyber security posture. Arch. Adv. Eng. Sci. (2023). https://doi.org/10.47852/bonviewAAES32021068

    Article  Google Scholar 

  4. Oztekin, A., et al.: An RFID network design methodology for asset tracking in healthcare. Decis. Support Syst. 49(1), 100–109 (2010)

    Article  Google Scholar 

  5. Urbano, O., et al.: Cost-effective implementation of a temperature traceability system based on smart RFID tags and IoT services. Sensors (2020). https://doi.org/10.3390/s20041163

    Article  Google Scholar 

  6. Koy, A., Çolak, A.B.: Predicting stock market index and credit default swap spreads using artificial intelligence and determining non-linear relations. Arch. Adv. Eng. Sci. (2023). https://doi.org/10.47852/bonviewAAES32021366

    Article  Google Scholar 

  7. Muñoz-Gea, J.P., et al.: Implementation of traceability using a distributed RFID-based mechanism. Comput. Ind. 61(5), 480–496 (2010)

    Article  Google Scholar 

  8. Choi, T.M., Luo, S.: Data quality challenges for sustainable fashion supply chain operations in emerging markets: roles of blockchain, government, sponsors, and environment taxes. Transp. Res. E 131, 139–152 (2019). https://doi.org/10.1016/j.tre.2019.09.019

    Article  Google Scholar 

  9. Casino, F., et al.: Blockchain-based food supply chain traceability: a case study in the dairy sector. Int. J. Prod. Res. (2020). https://doi.org/10.1080/00207543.2020.1789238

    Article  Google Scholar 

  10. Luo, Y., et al.: A network integration approach for drug-target interaction prediction and computational drug repositioning from heterogeneous information. Nat. Commun. (2017). https://doi.org/10.1038/s41467-017-00680-8

    Article  Google Scholar 

  11. Tseng, J., et al.: Governance on the drug supply chain via gcoin blockchain. Int. J. Environ. Res. Public Health (2018). https://doi.org/10.3390/ijerph15061055

    Article  Google Scholar 

  12. Robinson, R.J.: Insights on cloud security management. Cloud Comput. Data Sci. (2023). https://doi.org/10.37256/ccds.4220233292

    Article  Google Scholar 

  13. Namasudra, S., Roy, P.: Size based access control model in cloud computing, In Proc. of the International Conference on Electrical, Electronics, Signals, Communication and Optimization, IEEE, Visakhapatnam, India, 24–25 January 2015, pp. 1–4, https://doi.org/10.1109/EESCO.2015.7253753

  14. Taherdoost, H.: An overview of trends in Information systems: emerging technologies that transform the information technology industry. Cloud Comput. Data Sci. 4(1), 1–16 (2022)

    Article  Google Scholar 

  15. Carrascosa, C., et al.: Consensus-based learning for MAS: definition, implementation and integration in IVEs. Int. J. Interact. Multimedia Artif. Intell. 8(3), 21–32 (2023)

    Google Scholar 

  16. Marti, P., et al.: A survey on demand-responsive transportation for rural and interurban mobility. Int. J. Interact. Multimedia Artif. Intell. 8(3), 43–54 (2023)

    Google Scholar 

  17. Datta, S., Namasudra, S.: Blockchain-based smart contract model for securing healthcare transactions by using consumer electronics and mobile edge computing. IEEE Trans. Consum. Electron. (2024). https://doi.org/10.1109/TCE.2024.3357115

    Article  Google Scholar 

  18. Yu, K.: Blockchain-enhanced data sharing with traceable and direct revocation in IIoT. IEEE Trans. Industr. Inf. 17(11), 7669–7678 (2021)

    Article  Google Scholar 

  19. Pavithran, P., et al.: Enhancing randomness of the ciphertext generated by DNA-based cryptosystem and finite state machine. Cluster Comput. 26(2), 1035–1051 (2023)

    Article  Google Scholar 

  20. Li, L., Li, T.: Traceability model based on improved witness mechanism. CAAI Trans. Intell. Technol. (2022). https://doi.org/10.1049/cit2.12124

    Article  Google Scholar 

  21. Abdullayeva, F.J.: Internet of things-based healthcare system on patient demographic data in health 4.0. CAAI Trans. Intell. Technol. 7(4), 644–657 (2022)

    Article  MathSciNet  Google Scholar 

  22. An, M., et al.: Blockchain technology research and application: a literature review and future trends. J. Data Sci. Intell. Syst. (2023). https://doi.org/10.47852/bonviewJDSIS32021403

    Article  Google Scholar 

  23. Pandey, P., Litoriya, R.: Securing e-health networks from counterfeit medicine penetration using blockchain. Wireless Pers. Commun. 117, 7–25 (2021). https://doi.org/10.1007/s11277-020-07041-7

    Article  Google Scholar 

  24. Hasan, H., et al.: Smart contract-based approach for efficient shipment management. Comput. Ind. Eng. 136, 149–159 (2019). https://doi.org/10.1016/j.cie.2019.07.022

    Article  Google Scholar 

  25. Vledder, M., et al.: Improving supply chain for essential drugs in low-income countries: results from a large-scale randomized experiment in Zambia. Health Syst. Reform. 5(2), 158–177 (2019)

    Article  Google Scholar 

  26. Yong, B., et al.: An intelligent blockchain-based system for safe vaccine supply and supervision. Int. J. Inf. Manag. (2020). https://doi.org/10.1016/j.ijinfomgt.2019.10.009

    Article  Google Scholar 

  27. Mondal, S., et al.: Blockchain inspired RFID-based information architecture for food supply chain. IEEE Int. Things J. 6(3), 5803–5813 (2019)

    Article  Google Scholar 

  28. Li, J., et al.: A novel system for medical equipment supply chain traceability based on alliance chain and attribute and role access control. Future Generation Comput. Syst. 142, 195–211 (2023). https://doi.org/10.1016/j.future.2022.12.037

    Article  Google Scholar 

  29. Dwivedi, S.K., Amin, R., Vollala, S.: Blockchain-based secured information sharing protocol in supply chain management system with key distribution mechanism. J. Inform. Secur. Appl. (2022). https://doi.org/10.1016/j.jisa.2020.102554

    Article  Google Scholar 

  30. Munasinghe, U.J., Halgamuge, M.N.: Supply chain traceability and counterfeit detection of COVID-19 vaccines using novel blockchain-based vacledger system. Expert Syst. Appl. (2023). https://doi.org/10.1016/j.eswa.2023.120293

    Article  Google Scholar 

  31. Omar, I.A., et al.: Blockchain-based supply chain traceability for COVID-19 personal protective equipment. Comput. Ind. Eng. (2022). https://doi.org/10.1016/j.cie.2022.107995

    Article  Google Scholar 

  32. Liu, Z., Li, Z.: A blockchain-based framework of cross-border E-commerce supply chain. Int. J. Inf. Manag. (2020). https://doi.org/10.1016/j.ijinfomgt.2019.102059

    Article  Google Scholar 

  33. Leng, K., et al.: Research on agricultural supply chain system with double chain architecture based on blockchain technology. Future Gener. Comput. Syst. 86, 641–649 (2018). https://doi.org/10.1016/j.future.2018.04.061

    Article  Google Scholar 

  34. Latif, R.M.A., et al.: Retail level blockchain transformation for product supply chain using truffle development platform. Cluster Comput. 24, 1–16 (2021). https://doi.org/10.1007/s10586-020-03165-4

    Article  Google Scholar 

  35. Guggenberger, T., Schweizer, A., Urbach, N.: Improving interorganizational information sharing for vendor managed inventory: toward a decentralized information hub using blockchain technology. IEEE Trans. Eng. Manage. 67(4), 1074–1085 (2020)

    Article  Google Scholar 

  36. Mohit, M., Kaur, S., Singh, M.: Design and implementation of transaction privacy by virtue of ownership and traceability in blockchain-based supply chain. Cluster Comput. 25, 2223–2240 (2022). https://doi.org/10.1007/s10586-021-03425-x

    Article  Google Scholar 

  37. Bhardwaj, A., et al.: Penetration testing framework for smart contract blockchain. Peer-to-Peer Netw. Appl. 14, 2635–2650 (2020). https://doi.org/10.1007/s12083-020-00991-6

    Article  Google Scholar 

  38. Jangirala, S., Das, A.K., Vasilakos, A.V.: Designing secure lightweight blockchain-enabled RFID-based authentication protocol for supply chains in 5G mobile edge computing environment. IEEE Trans. Industr. Inf. 16(11), 7081–7093 (2020)

    Article  Google Scholar 

  39. Mehta, D., et al.: Blockchain-based royalty contract transactions scheme for industry 4.0 supply-chain management. Inf. Process. Manag. (2021). https://doi.org/10.1016/j.ipm.2021.102586

    Article  Google Scholar 

  40. Bandhu, K.C., et al.: Making drug supply chain secure traceable and efficient: a blockchain and smart contract-based implementation. Multimed. Tools Appl. 82, 23541–23568 (2023). https://doi.org/10.1007/s11042-022-14238-4

    Article  Google Scholar 

  41. Panda, S.K., Satapathy, S.C.: Drug traceability and transparency in medical supply chain using blockchain for easing the process and creating trust between stakeholders and consumers. Personal. Uniquit. Comput. (2021). https://doi.org/10.1007/s00779-021-01588-3

    Article  Google Scholar 

  42. Rai, B.K.: BBTCD: blockchain based traceability of counterfeited drugs. Health Serv. Outcomes Res. Methodol. (2022). https://doi.org/10.1007/s10742-022-00292-w

    Article  Google Scholar 

  43. Lomotey, R.K., Pry, J., Sriramoju, S.: Wearable IoT data stream traceability in a distributed health information system. Pervasive Mob. Comput. 40, 692–707 (2017). https://doi.org/10.1016/j.pmcj.2017.06.020

    Article  Google Scholar 

  44. Liu, X., et al.: Blockchain-based smart tracking and tracing platform for drug supply chain. Comput. Ind. Eng. (2021). https://doi.org/10.1016/j.cie.2021.107669

    Article  Google Scholar 

  45. Nakamoto, S.: Bitcoin: a peer-to-peer electronic cash system. Decentralized Bus. Rev., (2008)

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Authors and Affiliations

  1. Department of Computer Science and Engineering, National Institute of Technology Agartala, Jirania, Tripura, India

    Sagnik Datta & Suyel Namasudra

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  1. Sagnik Datta
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  2. Suyel Namasudra
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Contributions

S.D. is the main author of this paper, who has conceived the idea and discussed it with the co-author. He has developed the algorithms, performed the experiments of this paper, and write-up of this work. S.N. is the corresponding author of this paper, who has supervised the entire work, performed security analysis, evaluated the performance, and proofread the paper.

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Correspondence to Suyel Namasudra.

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Datta, S., Namasudra, S. Blockchain-based secure and scalable supply chain management system to prevent drug counterfeiting. Cluster Comput (2024). https://doi.org/10.1007/s10586-024-04417-3

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