The proliferation of fake blue badges on platforms like Twitter (now X) is a significant concern, steadily becoming a common issue. These illegitimate badges, which are meant to authenticate the identity of prominent individuals and organizations, are now being gained by dishonest actors, causing confusion and potentially injury to the platform’s