The proliferation of false blue badges on platforms like Twitter (now X) is a serious matter, quickly becoming a widespread problem. These illegitimate badges, which are meant to authenticate the identity of prominent individuals and organizations, are now being acquired by fraudulent actors, leading deception and arguably injury to the platform’