Counterfeiting creates a significant risk to global financial stability. To reduce this issue, robust techniques are necessary for both detection and prevention. Advanced tools such as state-of-the-art imaging, optical analysis, and holographic features are employed to verify genuine currency from counterfeits. Law enforcement agencies collaborate