The prevalence of bogus blue badges on social sites is rapidly becoming a significant concern. Individuals are forging these deceptive identifiers to assume as legitimate figures, tricking followers and potentially promoting scams or malicious activities. This new type of deception represents a serious threat to the trust of online spaces and is de