The prevalence of imitation blue badges on social sites is rapidly becoming a serious issue . Individuals are generating these false identifiers to pose as verified figures, deceiving followers and potentially enabling scams or malicious activities. This emerging type of crime constitutes a serious threat to the credibility of online spaces and is