The proliferation of false blue badges on platforms like Twitter (now X) is a significant matter, rapidly becoming a common issue. These illegitimate badges, which are meant to authenticate the identity of notable individuals and organizations, are now being obtained by dishonest actors, causing deception and possibly harm to the platform’s reput