The spread of fake blue badges on social sites is rapidly becoming a serious problem . Individuals are forging these deceptive identifiers to pose as legitimate figures, tricking followers and potentially facilitating scams or damaging activities. This emerging type of crime poses a substantial threat to the trust of online spaces and is demanding