copyright currency poses a pressing threat to the global economy. Criminals manufacture fake banknotes and coins, disrupting financial systems worldwide. The sophistication of modern counterfeiting poses a challenging obstacle for authorities to uncover these fake bills. Counterfeiting contribute to other criminal activities, such as drug trafficki