An Interpretable Approach to Money Laundering Detection in Transaction Graphs using Pass-Through Templates

Layering is a key stage of the money laundering process in which assets are moved through intermediate entities to obscure their origin. We model this movement as a transaction graph, a labeled directed multigraph where nodes represent entities, such as individuals or organizations, and edges repres