The movement of money across digital networks carries inherent risks, particularly for platforms that process high volumes of financial transactions daily. Web-based gaming operators face persistent attempts by malicious actors who utilize stolen credit cards, identity theft, and synthetic accounts to deposit and withdraw funds. Protecting these financial ecosystems requires a sophisticated multi-layered defense strategy …