The proliferation of fake blue badges on platforms like Twitter (now X) is a serious issue, rapidly becoming a prevalent issue. These illegitimate badges, which are meant to confirm the identity of prominent individuals and organizations, are now being gained by malicious actors, causing confusion and arguably injury to the platform’s reputation