A BLOCKCHAIN-DRIVEN VAT COMPLIANCE MODEL USING HYPERLEDGER FABRIC AND MONTE CARLO SIMULATIONS
This paper presents the development and evaluation of a VAT compliance model utilizing Hyperledger Fabric blockchain technology integrated with Monte Carlo simulations. The model aims to address the pervasive issue of VAT non-compliance by providing real-time monitoring and automated compliance checks. By simulating 10,000 VAT-related transactions under various compliance scenarios, the study assesses the model's performance in detecting both compliant and non-compliant transactions based on product registration and VAT rate application. The Monte Carlo simulations generate diverse transaction scenarios, while the blockchain provides a secure, immutable ledger for tracking each transaction's compliance status. The model is tested on a system simulating real-world conditions, focusing on key metrics such as transaction throughput, latency, accuracy, sensitivity, precision, and specificity. The results demonstrate that the model achieves 100% accuracy in identifying non-compliant transactions, with a transaction throughput of 1,200 transactions per second and an average latency of 0.83 milliseconds. This study highlights the potential of blockchain technology to revolutionize VAT administration by reducing non-compliance, enhancing transparency, and streamlining tax enforcement processes.
Authors
- Opeyemi Aderiike Abisoye (ORCID: https://orcid.org/0000-0002-7324-2479)
- John Kolo Alhassan (ORCID: https://orcid.org/0000-0002-9289-0404)
- Joseph Mamman
- Oluwaseun Adeniyi Ojerinde (ORCID: https://orcid.org/0000-0003-0450-3986)
- Muhammad Bashir Abdullahi (ORCID: https://orcid.org/0000-0001-8200-2787)
Institutions
- Federal University of Technology Minna (NG)
Publication Details
- Journal
- FUDMA Journal of Sciences
- Published
- 2024-12-31
- DOI
- https://doi.org/10.33003/fjs-2024-0806-3042
- Primary Topic
- Blockchain Technology Applications and Security
- Type
- article
- Field-Weighted Citation Impact
- 0.00