The occurrence of forged bank records is becoming a serious problem globally. Fraudsters are increasingly producing realistic copies to support unlawful activities, such as loan applications, personal theft, and unauthorized dealings. These deceptive items of monetary information create a substantial hurdle for banking institutions and individuals