The proliferation of false blue badges on platforms like Twitter (now X) is a serious issue, steadily becoming a prevalent issue. These unauthorized badges, which are meant to authenticate the identity of well-known individuals and organizations, are now being obtained by dishonest actors, resulting confusion and potentially harm to the platform’