copyright currency presents a increasing threat to global financial systems. Fraudsters are constantly evolving their methods to produce increasingly sophisticated copyright banknotes and coins. This issue poses a significant hazard for governments, financial institutions, and individuals alike. Law enforcement agencies worldwide are implementing