We introduce generalizations of stochastic network interdiction problem with distributional ambiguity. Specifically, we consider a distributionally risk-averse (or robust) (DRA-NIP) and risk-receptive (DRR-NIP) where leader maximizes follower's minimal expected objective value for either the worst-case or best-case, respectively, probability distribution belonging to ambiguity set (a distributi...