The prevalence of forged bank statements is turning into a serious problem globally. Scammers are progressively producing sophisticated simulations to enable deceptive activities, such as loan applications, personal theft, and illegal transactions . These untrue versions of monetary information pose a considerable hurdle for credit institutions and