copyright currency poses a significant threat to economies worldwide. Criminals are constantly finding new and advanced methods to manufacture fake bills, making it increasingly difficult to detect them. This illicit activity devalues trust in legal tender and can have harmful consequences for consumers, institutions. Law enforcement agencies ar