The spread of bogus blue badges on social sites is rapidly becoming a serious issue . Individuals are forging these deceptive identifiers to assume as verified figures, tricking followers and potentially promoting scams or harmful activities. This developing type of deception represents a real threat to the credibility of online spaces and is deman