An Analytical Study of UPI Fraud Detection in Online Transactions in India
The CBI identified more than 8.5 lakh mule accounts used in cyber fraud.
Product · IN · 6 documents
The CBI identified more than 8.5 lakh mule accounts used in cyber fraud.
The platform achieved a fraud class precision of 94.2% using a hybrid machine learning approach with Random Forest and Isolation Forest classifiers.
UPI transaction volume grew continuously over five years from 2,233 crore transactions in FY2020-21 to 18,585 crore transactions in FY2024-25.
Every 1% increase in gross digital transaction value (GDV) makes a positive contribution of about 0.14% to India's real GDP growth rate.
The Indian MSME sector contributes approximately 30% of India's Gross Domestic Product (GDP), 45% of manufacturing output, and over 40% of total exports.
Over 90 percent of surveyed central banks are engaged in some form of CBDC work, with more than half involved in experiments or pilot projects.