The proliferation of false blue badges on platforms like Twitter (now X) is a significant matter, rapidly becoming a widespread challenge. These unauthorized badges, which are meant to authenticate the identity of well-known individuals and organizations, are now being gained by dishonest actors, causing misunderstanding and possibly damage to the