The proliferation of adulterated medicines represents a deeply concerning challenge facing the global public health landscape. These fraudulent products, often mimicking legitimate medications, pose a significant danger to patient safety, undermining therapy effectiveness and potentially leading to severe adverse health consequences. Motivated by s