SIM box fraud poses a substantial threat to the mobile industry. This insidious practice involves using illegally obtained SIM cards to intercept and reroute voice and data traffic, ultimately leading to financial losses for operators and consumers alike. Understanding the intricacies of this complex attack methodology is crucial in our continuous