The proliferation of false blue badges on platforms like Twitter (now X) is a serious concern, steadily becoming a prevalent issue. These unauthorized badges, which are meant to authenticate the identity of well-known individuals and organizations, are now being acquired by fraudulent actors, causing deception and possibly injury to the platform’