Counterfeiting presents a significant threat to global economic stability. To reduce this problem, robust strategies are necessary for both detection and prevention. Advanced methods such as high-tech imaging, optical analysis, and fingerprint features are employed to identify genuine currency from counterfeits. Law enforcement agencies work togeth