Counterfeiting poses a significant danger to global financial stability. To mitigate this issue, robust techniques are required for both detection and prevention. Advanced tools such as sophisticated imaging, optical analysis, and holographic features are employed to verify genuine currency from counterfeits. Law enforcement agencies partner with f