SIM box fraud poses a substantial risk to global telecommunication networks, eroding revenue streams and affecting service quality. SMS To effectively combat this harmful activity, a comprehensive approach is required. This encompasses implementing robust technical strategies, such as advanced SIM card verification systems and real-time detection