The proliferation of false blue badges on platforms like Twitter (now X) is a worrying concern, quickly becoming a common issue. These illegitimate badges, which are meant to verify the identity of prominent individuals and organizations, are now being obtained by fraudulent actors, resulting deception and potentially harm to the platform’s image