The prevalence of fake blue badges on social platforms is rapidly becoming a serious problem . Individuals are creating these fraudulent identifiers to assume as verified figures, deceiving followers and potentially facilitating scams or malicious activities. This new type of deception poses a real threat to the trust of online spaces and is demand