Enhancing Fraud Detection in Banking With Deep Learning: Graph Neural Networks and Autoencoders for Real-Time Credit Card Fraud Prevention

Enhancing Fraud Detection in Banking With Deep Learning: Graph Neural Networks and Autoencoders for Real-Time Credit Card Fraud Prevention

Under the umbrella of artificial intelligence (AI), deep learning enables systems to cluster data and provide incredibly accurate results. This study explores deep learning for fraud detection, utilizing Graph Neural Networks (GNNs) and Autoencoders to enhance business practices and reduce fraudulen...

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Bibliographic Details
Main Authors: Fawaz Khaled Alarfaj, Shabnam Shahzadi
Format: Article
Language:English
Published: IEEE 2025-01-01
Series:IEEE Access
Subjects:
Deep learning
credit card
fraud detection
graph neural network
autoencoders
Online Access:https://ieeexplore.ieee.org/document/10689393/
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https://ieeexplore.ieee.org/document/10689393/

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