SIM box fraud presents a significant challenge to global telecommunications networks, fraudulently diverting revenue and undermining the financial stability of operators. To effectively combat this growing menace, a multi-faceted approach is vital. Service providers must implement robust security measures across their networks to uncover and mitiga