The proliferation of fake blue badges on platforms like Twitter (now X) is a serious matter, rapidly becoming a widespread challenge. These illegitimate badges, which are meant to confirm the identity of notable individuals and organizations, are now being obtained by fraudulent actors, leading misunderstanding and arguably harm to the platform’s