The proliferation of fake blue badges on platforms like Twitter (now X) is a worrying matter, quickly becoming a prevalent challenge. These illegitimate badges, which are meant to confirm the identity of notable individuals and organizations, are now being acquired by dishonest actors, resulting deception and arguably harm to the platform’s image