The proliferation of false blue badges on platforms like Twitter (now X) is a serious matter, rapidly becoming a prevalent issue. These unverified badges, which are meant to confirm the identity of well-known individuals and organizations, are now being gained by fraudulent actors, causing confusion and arguably injury to the platform’s reputatio