The incidence of fabricated bank statements is becoming a worrying problem globally. Scammers are routinely producing convincing replicas to facilitate deceptive activities, ranging loan applications, account theft, and illegal transactions . These untrue versions of monetary information present a considerable challenge for credit institutions and