SIM box fraud presents a significant threat to global telecommunications networks, unethically diverting revenue and jeopardizing the financial stability of operators. To effectively combat this persistent menace, a multi-faceted approach is essential. Operators must implement robust security measures within their networks to uncover and prevent SI