The spread of fake blue badges on social platforms is rapidly becoming a concerning concern. Individuals are forging these deceptive identifiers to present as legitimate figures, misleading followers and potentially enabling scams or harmful activities. This emerging type of deception represents a real threat to the credibility of online spaces and