The prevalence of bogus blue badges on social sites is rapidly becoming a significant problem . Individuals are forging these deceptive identifiers to pose as official figures, deceiving followers and potentially enabling scams or damaging activities. This new type of deception constitutes a serious threat to the reputation of online spaces and is