The incidence of false bank documents is becoming a worrying problem globally. Fraudsters are progressively producing realistic copies to facilitate unlawful activities, such as loan applications, identity theft, and illicit payments . These untrue pieces of financial information pose a major challenge for credit institutions and individuals alike,