The proliferation of false blue badges on platforms like Twitter (now X) is a worrying matter, steadily becoming a prevalent challenge. These unverified badges, which are meant to authenticate the identity of prominent individuals and organizations, are now being gained by malicious actors, resulting confusion and arguably injury to the platform’