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