The proliferation of fake blue badges on platforms like Twitter (now X) is a significant concern, rapidly becoming a common challenge. These illegitimate badges, which are meant to verify the identity of notable individuals and organizations, are now being gained by dishonest actors, resulting confusion and possibly damage to the platform’s image