The proliferation of false blue badges on platforms like Twitter (now X) is a serious issue, quickly becoming a prevalent challenge. These unverified badges, which are meant to verify the identity of notable individuals and organizations, are now being obtained by dishonest actors, causing confusion and arguably damage to the platform’s reputatio