The proliferation of imitation blue badges on platforms like Twitter/X and Instagram represents a serious predicament . Individuals are generating these fraudulent identifiers to appear as if they are well-known figures or authorized organizations. This practice can harm reputations, allow scams, and undermine trust in online networks . The ease wi