SIM box fraud poses a serious threat to the telecommunications industry. This insidious tactic involves using spoofed SIM cards to intercept and reroute voice and data traffic, ultimately leading to substantial damage for operators and consumers alike. Grasping the intricacies of this sophisticated attack methodology is crucial in our continuous ba