Next-Gen Fraud Detection: Machine Learning and Encryption for Credit Card Security

Giriharan V., Dilip Raj K., Karthiga R.

2025

Abstract

Today in the field of finance, it is critical to secure credit card transactions and the customer engagement initiatives. This paper studies how machine learning is used to predict fraudulent transactions and customer engagement, exemplifying the use of encryption algorithms in order to safeguard sensitive information. Using cutting edge algorithms, our models achieve great accuracy in fraud detection and consumer behavior predictions. Integrating these predictive models into the Django framework provides for an agile and scalable web architecture, ensuring easy integration and improved usability. This approach not only strengthens the protection of data with encryption, but also provides the foundation through which specific data sealed by the institution can be uncovered, and thus improves the efficiency on combating fraudulent activities and retain customers.

Paper Citation

in Harvard Style

V. G., K. D. and R. K. (2025). Next-Gen Fraud Detection: Machine Learning and Encryption for Credit Card Security. In Proceedings of the 1st International Conference on Research and Development in Information, Communication, and Computing Technologies - ICRDICCT`25; ISBN 978-989-758-777-1, SciTePress, pages 138-145. DOI: 10.5220/0013909300004919

in Bibtex Style

@conference{icrdicct`2525,
author={Giriharan V. and Dilip K. and Karthiga R.},
title={Next-Gen Fraud Detection: Machine Learning and Encryption for Credit Card Security},
booktitle={Proceedings of the 1st International Conference on Research and Development in Information, Communication, and Computing Technologies - ICRDICCT`25},
year={2025},
pages={138-145},
publisher={SciTePress},
organization={INSTICC},
doi={10.5220/0013909300004919},
isbn={978-989-758-777-1},
}

in EndNote Style

TY - CONF

JO - Proceedings of the 1st International Conference on Research and Development in Information, Communication, and Computing Technologies - ICRDICCT`25
TI - Next-Gen Fraud Detection: Machine Learning and Encryption for Credit Card Security
SN - 978-989-758-777-1
AU - V. G.
AU - K. D.
AU - R. K.
PY - 2025
SP - 138
EP - 145
DO - 10.5220/0013909300004919
PB - SciTePress