The appearance of bogus blue badges on social platforms is rapidly becoming a concerning problem . Individuals are generating these deceptive identifiers to pose as official figures, tricking followers and potentially facilitating scams or malicious activities. This new type of fraud represents a substantial threat to the trust of online spaces and