SIM box fraud presents a substantial threat to mobile network operators globally. This illicit activity involves the deployment fraud prevention of unauthorized equipment to bypass legitimate voice and SMS traffic, resulting in substantial revenue leakage. Implementing a robust revenue assurance system is paramount to curbing this pervasive issue.