The prevalence of fabricated bank statements is turning into a serious concern globally. Criminals are routinely producing realistic replicas to facilitate deceptive activities, ranging loan applications, personal theft, and unauthorized dealings. These untrue items of monetary information create a considerable hurdle for credit institutions and pe