Graph-Based Fraud Detection with Dual-Path Graph Filtering

This paper proposes a Graph-Based Fraud Detection Model (DPF-GFD) with Dual-Path Graph Filtering to address challenges in fraud detection on graph data. It applies a beta wavelet-based operator and an improved low-pass filter on a similarity graph to capture key structural patterns.