The proliferation of false blue badges on platforms like Twitter (now X) is a significant concern, steadily becoming a prevalent challenge. These unauthorized badges, which are meant to confirm the identity of well-known individuals and organizations, are now being gained by malicious actors, causing confusion and potentially damage to the platform