This ebook, "Graph Identity Networks: Combating Mule Account Fraud in Banking," details the significant and growing threat of money mule accounts, which are used to launder illicit funds. It argues that traditional fraud detection methods, which analyze transactions in "silos," are ineffective. These older, rule-based systems are slow, create excessive false-positive alerts, and fail to detect complex fraud rings.