SIM box fraud presents a grave threat to mobile network operators globally. This illicit activity involves the deployment of unauthorized equipment to bypass legitimate voice and SMS traffic, resulting in substantial revenue loss. Implementing a robust revenue assurance framework is paramount to combatting this pervasive issue. A comprehensive appr