The proliferation of fake blue badges on platforms like Twitter (now X) is a worrying concern, rapidly becoming a prevalent challenge. These unverified badges, which are meant to verify the identity of notable individuals and organizations, are now being gained by fraudulent actors, resulting confusion and arguably injury to the platform’s image