SIM box fraud presents a substantial threat to the telecommunications industry, resulting in significant revenue loss for operators worldwide. These illicit devices intercept and reroute international calls, bypassing legitimate billing systems. Combatting this sophisticated form of deception is paramount to ensuring revenue assurance and protectin