The prevalence of bogus blue badges on social networks is rapidly becoming a serious problem . Individuals are forging these false identifiers to present as verified figures, tricking followers and potentially facilitating scams or harmful activities. This developing type of fraud poses a serious threat to the credibility of online spaces and is de