The proliferation of fake blue badges on platforms like Twitter (now X) is a serious issue, rapidly becoming a widespread issue. These unverified badges, which are meant to authenticate the identity of prominent individuals and organizations, are now being gained by fraudulent actors, causing deception and potentially harm to the platform’s reput