The appearance of bogus blue badges on social platforms is rapidly becoming a serious problem . Individuals are generating these fraudulent identifiers to pose as legitimate figures, tricking followers and potentially enabling scams or malicious activities. This developing type of fraud poses a substantial threat to the credibility of online spaces