SIM box fraud presents a significant danger to global telecommunications networks, illegally diverting revenue and jeopardizing the financial stability of operators. To effectively combat this growing menace, a multi-faceted approach is crucial. Operators must implement robust security measures within their networks to uncover and mitigate SIM box