SIM box fraud poses a substantial challenge to global telecommunication networks, eroding revenue streams and impacting service quality. To effectively combat this malicious activity, a comprehensive approach is necessary. This encompasses implementing robust security strategies, such as advanced SIM card verification systems and real-time detecti