The appearance of fake blue badges on social networks is rapidly becoming a significant issue . Individuals are generating these deceptive identifiers to present as legitimate figures, tricking followers and potentially enabling scams or malicious activities. This new type of crime poses a serious threat to the reputation of online spaces and is de