The prevalence of fake blue badges on social sites is rapidly becoming a concerning issue . Individuals are forging these false identifiers to assume as official figures, misleading followers and potentially promoting scams or harmful activities. This new type of crime poses a real threat to the reputation of online spaces and is demanding greater