The spread of imitation blue badges on social sites is rapidly becoming a significant concern. Individuals are forging these false identifiers to assume as verified figures, tricking followers and potentially enabling scams or malicious activities. This emerging type of fraud represents a serious threat to the credibility of online spaces and is de