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