The prevalence of fake blue badges on social platforms is rapidly becoming a significant concern. Individuals are forging these fraudulent identifiers to assume as verified figures, tricking followers and potentially facilitating scams or damaging activities. This emerging type of deception constitutes a substantial threat to the reputation of onli