Counterfeiting poses a significant danger to global economic stability. To reduce this problem, robust strategies are necessary for both detection and prevention. Advanced methods such as state-of-the-art imaging, physical analysis, and security features are employed to identify genuine currency from counterfeits. Law enforcement agencies partner w