Addressing Credit Card Fraud Detection Challenges with Adversarial Autoencoders

The surge in credit fraud incidents poses a critical threat to financial systems, driving the need for robust and adaptive fraud detection solutions. While various predictive models have been developed, existing approaches often struggle with two persistent challenges: extreme class imbalance and de...

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Bibliographic Details
Main Authors: Shiyu Ma, Carol Anne Hargreaves
Format: Article
Language:English
Published: MDPI AG 2025-06-01
Series:Big Data and Cognitive Computing
Subjects:
Online Access:https://www.mdpi.com/2504-2289/9/7/168
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