The proliferation of false blue badges on platforms like Twitter (now X) is a worrying issue, rapidly becoming a prevalent challenge. These unauthorized badges, which are meant to confirm the identity of prominent individuals and organizations, are now being gained by dishonest actors, causing misunderstanding and potentially harm to the platform�