The spread of fake blue badges on social platforms is rapidly becoming a concerning concern. Individuals are forging these fraudulent identifiers to assume as legitimate figures, misleading followers and potentially facilitating scams or malicious activities. This developing type of fraud poses a substantial threat to the trust of online spaces and