Counterfeiting creates a significant risk to global economic stability. To mitigate this challenge, robust measures are required for both detection and prevention. Advanced methods such as state-of-the-art imaging, physical analysis, and fingerprint features are employed to identify genuine currency from counterfeits. Law enforcement agencies colla