The appearance of bogus parts is rapidly becoming a significant problem across several industries. These fraudulent substitutes, often distributed as genuine products, pose a considerable threat to reliability, financial stability, and general operational effectiveness. Consumers and businesses alike are increasingly vulnerable to these illicit off