The proliferation of fake blue badges on platforms like Twitter (now X) is a significant concern, quickly becoming a prevalent problem. These unauthorized badges, which are meant to authenticate the identity of prominent individuals and organizations, are now being gained by fraudulent actors, leading deception and arguably damage to the platform�