Counterfeiting poses a significant danger to global monetary stability. To reduce this issue, robust strategies are required for both detection and prevention. Advanced methods such as sophisticated imaging, optical analysis, and security features are employed to identify genuine currency from counterfeits. Law enforcement agencies partner with fin