The appearance of fake blue badges on social sites is rapidly becoming a concerning problem . Individuals are generating these fraudulent identifiers to assume as legitimate figures, deceiving followers and potentially enabling scams or damaging activities. This emerging type of fraud represents a serious threat to the credibility of online spaces