The proliferation of false blue badges on platforms like Twitter (now X) is a significant matter, quickly becoming a prevalent challenge. These unverified badges, which are meant to confirm the identity of prominent individuals and organizations, are now being obtained by fraudulent actors, resulting deception and possibly injury to the platform’