Counterfeiting presents a significant threat to global financial stability. To reduce this challenge, robust measures are required for both detection and prevention. Advanced methods such as sophisticated imaging, chemical analysis, and fingerprint features are employed to identify genuine currency from counterfeits. Law enforcement agencies collab