The appearance of fake blue badges on social sites is rapidly becoming a significant concern. Individuals are forging these deceptive identifiers to assume as legitimate figures, misleading followers and potentially promoting scams or damaging activities. This new type of fraud poses a serious threat to the credibility of online spaces and is deman