Counterfeiting poses a significant threat to global monetary stability. To minimize this challenge, robust strategies are required for both detection and prevention. Advanced tools such as sophisticated imaging, optical analysis, and fingerprint features are employed to identify genuine currency from counterfeits. Law enforcement agencies work get