The proliferation of fake blue badges on platforms like Twitter (now X) is a significant matter, steadily becoming a widespread challenge. These unauthorized badges, which are meant to confirm the identity of prominent individuals and organizations, are now being acquired by malicious actors, leading confusion and possibly harm to the platform’s