SIM box fraud poses a major threat to telecommunications providers globally, resulting in substantial revenue losses. To effectively combat this complex issue, a multi-faceted revenue assurance approach is essential. This involves implementing robust technical strategies to detect and prevent fraudulent activity, coupled with stringent regulatory f