Counterfeiting presents a significant risk to global economic stability. To minimize this problem, robust techniques are necessary for both detection and prevention. Advanced methods such as high-tech imaging, optical analysis, and holographic features are employed to distinguish genuine currency from counterfeits. Law enforcement agencies partner