SIM box fraud presents a significant danger to global telecommunications networks, fraudulently diverting revenue and undermining the financial stability of operators. To effectively combat this persistent menace, a multi-faceted approach is vital. Operators must integrate robust security measures within their networks to identify and counter SIM b