The proliferation of fake blue badges on platforms like Twitter (now X) is a worrying matter, quickly becoming a widespread challenge. These unauthorized badges, which are meant to verify the identity of prominent individuals and organizations, are now being gained by fraudulent actors, resulting confusion and potentially injury to the platform’s