The present invention relates to a composition for prevention or treatment of hair loss. The composition is effectively delivered into hair papilla cells in a hair loss area, which is a target area, wherein a cytokine or enzyme highly expressed in the hair loss area causes a drug to be separated from a compound contained in the composition so that the drug effectively exhibits activity, which ultimately promotes hair growth and/or hair regrowth.