The prevalence of fake blue badges on social platforms is rapidly becoming a concerning problem . Individuals are creating these deceptive identifiers to assume as official figures, deceiving followers and potentially promoting scams or damaging activities. This new type of crime constitutes a serious threat to the credibility of online spaces and