The proliferation of fake blue badges on platforms like Twitter (now X) is a worrying issue, quickly becoming a prevalent issue. These illegitimate badges, which are meant to verify the identity of well-known individuals and organizations, are now being obtained by dishonest actors, causing confusion and possibly damage to the platform’s standing