Enhancing fraud detection in auto insurance and credit card transactions: A novel approach integrating CNNs and machine learning algorithms

R Ming, O Abdelrahman, N Innab… - PeerJ Computer …, 2024 - peerj.com
Fraudulent activities especially in auto insurance and credit card transactions impose
significant financial losses on businesses and individuals. To overcome this issue, we …

Explainable Machine Learning for Real-Time Payment Fraud Detection: Building Trustworthy Models to Protect Financial Transactions

AAJ Al-hchaimi, MF Alomari, YR Muhsen… - … on Explainable Artificial …, 2024 - Springer
In this study, we introduce an advanced machine learning model integrated with explainable
AI techniques to enhance the detection of payment fraud in real-time scenarios within the …

[HTML][HTML] Encoder–decoder graph neural network for credit card fraud detection

A Cherif, H Ammar, M Kalkatawi, S Alshehri… - Journal of King Saud …, 2024 - Elsevier
Credit card fraud is a significant problem, with millions of dollars lost each year. Detecting
fraudulent transactions is a challenging task due to the large volume of data and the …