The spread of bogus blue badges on social networks is rapidly becoming a concerning issue . Individuals are forging these deceptive identifiers to assume as legitimate figures, tricking followers and potentially enabling scams or malicious activities. This developing type of fraud represents a real threat to the trust of online spaces and is demand