Intellectual Property India Publishes Patent Application for 'Credit Card Fraud Detection Model Using Lightgbm Integrated With Smote' Filed by New Prince Shri Bhavani College Of Engineering And Technology; Balasubramanian V; Sathish V; Sriram R; and U. Esakkiammai

MUMBAI, India, Feb. 6 -- Intellectual Property India has published a patent application (202541122388 A) filed by New Prince Shri Bhavani College Of Engineering And Technology; Balasubramanian V; Sathish V; Sriram R; and U. Esakkiammai, Chennai, Tamil Nadu, on Dec. 5, 2025, for 'credit card fraud detection model using lightgbm integrated with smote.'

Inventor(s) include Balasubramanian V; Sathish V; Sriram R; and U. Esakkiammai.

The application for the patent was published on Feb. 6, under issue no. 06/2026.

According to the abstract released by the Intellectual Property India: "Credit card fraud detection is a major challenge due to the extreme imbalance between normal and fraudulent transactions. This project develops a model using light gradient boosting machine integrated with SMOTE to effectively handle class imbalance and improve detection accuracy. The process involves data preprocessing, exploratory data analysis(EDA), and model training, SMOTE generates synthetic fraud samples to balance the dataset, while lightGBM captures complex transaction patterns. The model is reduces false positives and make high accuracy."

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