id	author	title	date	pages	extension	mime	words	sentence	flesch	summary	cache	txt
fbem-31093	Huang, Ruijie	FinGuard-GNN: Dynamic Graph Neural Network Framework for Financial Fraud Detection	2025	5	.pdf	application/pdf	3205	205	38	China Abstract: With the significant increase in financial fraud incidents, financial fraud detection has become a critical research area. This paper proposes FinGuard-GNN (Financial Guardian Graph Neural Network), a novel dynamic graph neural network for financial fraud detection that addresses the aforementioned issues through innovative feature transformation strategies and a Cascaded Risk Diffusion (CRD) mechanism.	cache/fbem-31093.pdf	txt/fbem-31093.txt