Yafei Xiang

Utilizing GANs for Fraud Detection: Model Training with Synthetic Transaction Data

2024 · arXiv (Cornell University)

Anomaly detection is a critical challenge across various research domains, aiming to identify instances that deviate from normal data distributions. This paper explores the application of Generative Adversarial Networks (GANs) in fraud detection, comparing their …