Financial Fraud Detection with Graph Neural Networks

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Explore the intersection of financial fraud detection and cutting-edge technology. We begin with an overview of financial fraud and its challenges, delve into Graph Neural Networks (GNNs) and their advantages in data analysis, and discuss the creation and utility of synthetic transaction datasets. Learn how GNNs are applied to detect fraud, with insights into model training, evaluation, and comparisons. The presentation concludes with key findings, limitations, and prospects for future...