The proliferation of fake blue badges on platforms like Twitter (now X) is a serious issue, steadily becoming a common issue. These unverified badges, which are meant to verify the identity of prominent individuals and organizations, are now being obtained by fraudulent actors, causing deception and possibly injury to the platform’s image and use