The prevalence of fake blue badges on social networks is rapidly becoming a significant problem . Individuals are forging these fraudulent identifiers to pose as official figures, misleading followers and potentially promoting scams or malicious activities. This developing type of deception represents a substantial threat to the reputation of onlin