copyright currency poses a significant threat to the global economy. Criminals forge illegitimate banknotes and coins, devaluing financial systems worldwide. The sophistication of modern counterfeiting presents a challenging obstacle for authorities to identify these fraudulent bills. Counterfeiting contribute to other criminal activities, such as