A cosmetic composition including γ-polyglutamic acid or a salt thereof as active ingredients is made of from 0.01% to 5% by weight of γ-polyglutamic acid (γ-PGA) or a salt thereof and from 0.02% to 8% by weight of chlorella growth factor (CGF) based on a total weight of the cosmetic composition. The average molecular weight of the γ-polyglutamic acid or the salt thereof is between 1×106 Da and 3×106 Da.