The proliferation of fake blue badges on platforms like Twitter (now X) is a significant issue, steadily becoming a prevalent issue. These illegitimate badges, which are meant to verify the identity of well-known individuals and organizations, are now being acquired by fraudulent actors, leading misunderstanding and possibly harm to the platform’