Skip to content

Author

Manjula R. Chougala Dr

1 paper indexed here

We haven’t gathered this author’s papers yet. Follow them and we’ll fetch their work.

Not the right person? Other researchers publish under this name.

Open access Aug 2026

Real-Time UPI Fraud Detection Using a Hybrid XG Boost-LSTM Ensemble with Integrated Explainability

Each month, more than 12billion payments flow through India’s UPI system. This digital network now stands at the center of everyday money transfers across the country.. However, the instantaneous settlement characteristic of UPI shrinks the fraud-intervention window to under two seconds, rendering conventional rule-bas...

Arshiya Sayeeda, Manjula R. Chougala Dr · 0 citations

We use cookies to run the site and, with your consent, for analytics and to show ads. See our Cookie Policy.