SIM box fraud poses a substantial threat to global telecommunication networks, eroding revenue streams and affecting service quality. To effectively combat this malicious activity, a comprehensive approach is essential. This includes implementing robust security strategies, such as refined SIM card verification systems and real-time analysis of fr