The proliferation of fake blue badges on platforms like Twitter (now X) is a serious concern, rapidly becoming a widespread challenge. These illegitimate badges, which are meant to verify the identity of prominent individuals and organizations, are now being acquired by fraudulent actors, leading deception and potentially harm to the platform’s r