The proliferation of fake blue badges on platforms like Twitter (now X) is a serious issue, rapidly becoming a prevalent challenge. These unauthorized badges, which are meant to confirm the identity of prominent individuals and organizations, are now being acquired by fraudulent actors, causing misunderstanding and possibly harm to the platform’s