The proliferation fake blue badge of bogus blue badges on platforms like Twitter (now X) is a worrying issue, rapidly becoming a prevalent problem. These illegitimate badges, which are meant to authenticate the identity of notable individuals and organizations, are now being gained by malicious actors, resulting deception and possibly injury to the