The proliferation of fake blue badges on platforms like Twitter (now X) is a serious issue, rapidly becoming a prevalent challenge. These illegitimate badges, which are meant to authenticate the identity of notable individuals and organizations, are now being acquired by fraudulent actors, leading misunderstanding and possibly harm to the platform�