The occurrence of false bank statements is turning into a serious concern globally. Scammers are routinely producing realistic replicas to facilitate fraudulent activities, such as loan applications, personal theft, and illicit transactions . These misleading pieces of financial information pose a considerable challenge for banking institutions and