The prevalence of fake blue badges on social sites is rapidly becoming a serious concern. Individuals are forging these false identifiers to present as official figures, deceiving followers and potentially enabling scams or malicious activities. This developing type of deception poses a serious threat to the reputation of online spaces and is deman