Counterfeiting poses a grave threat to global financial systems. As technology advances, criminals are continuously developing more sophisticated methods for producing copyright, making it progressively difficult to detect. This illicit activity weaken trust in legal currency and can have harmful consequences for economies. To counter this alarming