The proliferation of fake blue badges on platforms like Twitter (now X) is a significant concern, steadily becoming a widespread issue. These illegitimate badges, which are meant to verify the identity of well-known individuals and organizations, are now being acquired by dishonest actors, leading deception and potentially harm to the platform’s