Acid-fast staining is a differential staining technique used to identify acid-fast bacteria, such as Mycobacterium species, by exploiting their waxy cell wall components that resist decolorization by acid-alcohol. This method is crucial in diagnosing diseases like tuberculosis and leprosy, where rapid and accurate identification of the causative bacteria is essential for effective treatment.