SIM box fraud poses a substantial challenge to global telecommunication networks, diminishing revenue streams and compromising service quality. To effectively combat this devious activity, a comprehensive approach is essential. This encompasses implementing robust countermeasure strategies, such as refined SIM card verification systems and real-ti