The proliferation of bogus blue badges on platforms like Twitter (now X) is a worrying concern, steadily becoming a prevalent issue. These unauthorized badges, which are meant to authenticate the identity of prominent individuals and organizations, are now being acquired by fraudulent actors, causing deception and arguably harm to the platform’s