The prevalence of bogus blue badges on social networks is rapidly becoming a significant problem . Individuals are generating these false identifiers to present as verified figures, deceiving followers and potentially enabling scams or harmful activities. This new type of fraud constitutes a serious threat to the credibility of online spaces and is