Milk rash in babies occurs as a result of exposure to an allergen. One of the most common allergies in infants is CMPA, or cow's milk protein allergy. CMPA affects around 2-3% of babies, but it's much rarer for baby's to react through breastmilk than direct exposure via formula (around 0.5%).