The proliferation of fake blue badges on platforms like Twitter (now X) is a serious concern, rapidly becoming a prevalent problem. These unverified badges, which are meant to confirm the identity of prominent individuals and organizations, are now being gained by fraudulent actors, resulting deception and possibly injury to the platform’s standi