Counterfeiting presents a significant risk to global economic stability. To minimize this issue, robust techniques are necessary for both detection and prevention. Advanced technologies such as state-of-the-art imaging, chemical analysis, and fingerprint features are employed to distinguish genuine currency from counterfeits. Law enforcement agenci