The spread of bogus blue badges on social platforms is rapidly becoming a concerning problem . Individuals are generating these deceptive identifiers to present as verified figures, tricking followers and potentially enabling scams or malicious activities. This developing type of crime poses a serious threat to the credibility of online spaces and