The proliferation of bogus blue badges on platforms like Twitter/X and Instagram represents a serious challenge . Individuals are creating these fake identifiers to look as if they are prominent figures or legitimate organizations. This practice can tarnish reputations, allow scams, and diminish trust in online spaces. The ease with which these fab