Published
Hybrid Machine Learning and Blockchain Approaches for Secure and Transparent Stock Prediction in India
Published in January-December 2025 (Vol. 3, Issue 3, 2025)

Keywords
Indian stock marketpredictive analyticsblockchain technologymachine learningLSTMXGBoostRandom Foreststock price forecastingdata integritydata securitytransparencysmart contractsIPFSdecentralized storagecryptographic hashinghybrid modelfinancial technologyFinTechregulatory compliancedata transparencyauditabilityforecasting accuracy
Abstract
Indian stock market, predictive analytics, blockchain technology, machine learning, LSTM, XGBoost, Random Forest, stock price forecasting, data integrity, data security, transparency, smart contracts, IPFS, decentralized storage, cryptographic hashing, hybrid model, financial technology, FinTech, regulatory compliance, data transparency, auditability, forecasting accuracy
References
- [1]https://irjiet.com/common_src/article_file/IRJIET9040271745565819.pdf
- [2]https://pmc.ncbi.nlm.nih.gov/articles/PMC12474858/
- [3]https://arxiv.org/html/2505.19617v1
- [4]https://ejournal.seaninstitute.or.id/index.php/Ekonomi/article/download/4462/3876/13496
- [5]https://arxiv.org/html/2504.17079v1
- [6]https://www.linkedin.com/pulse/india-blockchain-market-trends-2025-industry-growth-forecast-singh-ymhnc
- [7]https://www.acadlore.com/article/JIMD/2025_4_2/jimd040203
- [8]https://www.informatica.si/index.php/informatica/article/view/8271
- [9]https://pmc.ncbi.nlm.nih.gov/articles/PMC9323017/
- [10]https://www.integrate.io/blog/what-is-data-integrity-and-why-is-it-important/
- [11]https://www.simplilearn.com/tutorials/machine-learning-tutorial/stock-price-prediction-using-machine-learning
- [12]https://www.ijisrt.com/assets/upload/files/IJISRT24DEC1137.pdf
- [13]https://repository.uel.ac.uk/download/b1e61a4999968b8c77a7c5f9ab95a58487d6f9efc6f665a451c22386bf41aea3/1060140/Gifty%20and%20Yang%20paper%202024.pdf
- [14]https://systems.enpress-publisher.com/index.php/jipd/article/view/4972/0
- [15]https://affidaty.io/blog/en/2024/01/transactions-stock-market-blockchain/
- [16]https://www.investopedia.com/terms/b/blockchain.asp
- [17]https://lnct.ac.in/future-of-blockchain-technology-by-2025/
- [18]https://www.imarcgroup.com/india-blockchain-market
- [19]https://www.nadcab.com/blog/prediction-market-contracts
- [20]https://assets.kpmg.com/content/dam/kpmgsites/ch/pdf/decentralized-ledger-technology-banking.pdf.coredownload.inline.pdf
- [21]https://practiceguides.chambers.com/practice-guides/blockchain-2025/india/trends-and-developments/O21415
- [22]https://blockchain.meity.gov.in/index.php/blockchain-market
- [23]https://www.fintechweekly.com/magazine/articles/leveraging-blockchain-technology-for-enhanced-cash-flow-forecasting-in-digital-payments
- [24]https://insightfulbanking.com/smart-contracts-in-financial-modeling/
- [25]https://www.rapidinnovation.io/post/blockchain-ipfs-comprehensive-guide-to-decentralized-storage-solutions
- [26]https://www.nseindia.com/learn/blockchain-technologies
- [27]https://www.sciencedirect.com/science/article/abs/pii/S2214635022000673
- [28]https://systems.enpress-publisher.com/index.php/jipd/article/view/4972
- [29]https://icommunity.io/en/what-is-ifps-the-hard-drive-for-blockchain/
- [30]https://www.bis.org/publ/work924.pdf
- [31]https://estuary.dev/blog/data-integrity/
- [32]https://www.scirp.org/journal/paperinformation?paperid=94496
- [33]https://www.sciencedirect.com/science/article/pii/S2666188825007713
- [34]https://www.fortunebusinessinsights.com/industry-reports/blockchain-market-100072
- [35]https://www.geeksforgeeks.org/machine-learning/stock-price-prediction-using-machine-learning-in-python/
- [36]https://pubs.aip.org/aip/acp/article/3263/1/150039/3359327/Prediction-of-stock-trading-using-machine-learning
- [37]https://www.equitymaster.com/detail.asp?date=10%2F18%2F2025&story=2&title=AIs-Hidden-Bottleneck-4-Power--Cooling-Stocks-to-Watch
- [38]https://groww.in/blog/best-artificial-intelligence-stocks-in-india
- [39]https://www.sciencedirect.com/science/article/pii/S1877050922020993
- [40]https://www.5paisa.com/blog/best-artificial-intelligence-stocks-ai-stocks-in-india
- [41]https://www.ibm.com/think/topics/blockchain-for-cybersecurity
- [42]https://github.com/Vatshayan/Final-Year-Machine-Learning-Stock-Price-Prediction-Project
- [43]https://www.sciencedirect.com/science/article/pii/S1059056025000784
- [44]https://www.sciencedirect.com/science/article/pii/S2667305324001236
- [45]https://acropolium.com/blog/use-cases-for-blockchain-technology-adoption-across-major-industries/
- [46]https://www.sciencedirect.com/science/article/pii/S1319157824002696
- [47]https://www.metatechinsights.com/industry-insights/decentralized-prediction-market-1254
- [48]https://community.nasscom.in/communities/blockchain/future-blockchain-technology-2025-and-beyond
- [49]https://www.technavio.com/report/decentralized-finance-market-analysis
- [50]https://www.nseindia.com/resources/exchange-communication-circulars
- [51]https://github.com/AaravMehta-07/LSTM-Random-Forest-XGBoost-Stock-Predictor-with-Optuna
- [52]https://github.com/Hupperich-Manuel/LSTM-XGBoost-Hybrid-Forecasting
- [53]https://www.techscience.com/csse/v40n1/44219/html
- [54]https://mujast.mtu.edu.ng/storage/issues/Year_2024_Vol_4/Number_2/1729800557_MUJAST_240801.pdf
- [55]https://www.scirp.org/journal/paperinformation?paperid=142295
- [56]https://www.fortunebusinessinsights.com/smart-contracts-market-108635
- [57]https://pdfs.semanticscholar.org/c97c/8f16685eaf99d37f4b81794ab993c75805d3.pdf
- [58]https://www.imarcgroup.com/smart-contracts-market
- [59]https://pinata.cloud/blog/the-gdp-of-ipfs-measuring-the-economic-impact-of-decentralized-storage/
- [60]https://dl.acm.org/doi/10.1007/978-3-030-78609-0_8
Authors (2)
Dr. Kaushal Jani
Indus UniversityIndus UniversityIndus UniversityIndus University
View all publications →Dr. Nisarg Patel
Coreway TechnologiesCoreway TechnologiesCoreway TechnologiesCoreway Technologies
View all publications →Download Article
Best for printing and citation
File size: 0.4 MB
Format: PDF
HTML
HTML
Best for printing and citation
File size: 0.1 MB
Format: HTML
Article Information
Published in:
January-December 2025 (Vol. 3, Issue 3, 2025)- Article ID:
- JETBT330002
- Paper ID:
- JETBT-01-000016
- Published Date:
- 2026-01-05
Article Impact
Views:5,907
Downloads:1,723
scite_
Smart Citations
0Citing Publications
0Supporting
0Mentioning
0Contrasting
View Citations
See how this article has been cited at scite.ai
scite shows how a scientific paper has been cited by providing the context of the citation, a classification describing whether it supports, mentions, or contrasts the cited claim, and a label indicating in which section the citation was made.
scite shows how a scientific paper has been cited by providing the context of the citation, a classification describing whether it supports, mentions, or contrasts the cited claim, and a label indicating in which section the citation was made.
How to Cite
Kaushal, D., & Nisarg, D. (2026). Hybrid Machine Learning and Blockchain Approaches for Secure and Transparent Stock Prediction in India. Journal of Emerging Trends in Blockchain Technology (JETBT), 3(3), xx-xx. DOI:https://doi.org/10.56975/jetbt.v3.i3.000016
Article Actions
More from this Issue
Blockchain-Based Intranet Banking Backup System for Emergency Cash Withdrawal During Network Outages
Dr. Kaushal Jani, Dr. Nis...Read more →

