The proliferation of false blue badges on platforms like Twitter (now X) is a worrying issue, rapidly becoming a widespread challenge. These unauthorized badges, which are meant to verify the identity of prominent individuals and organizations, are now being acquired by fraudulent actors, leading deception and arguably damage to the platform’s re