Counterfeiting creates a significant risk to global monetary stability. To mitigate this issue, robust strategies are essential for both detection and prevention. Advanced methods such as sophisticated imaging, optical analysis, and here fingerprint features are employed to identify genuine currency from counterfeits. Law enforcement agencies partn