The common centralities are sensitive to the spreading probability.
A hybrid degree centrality is proposed to evaluate nodes’ spreading ability.
Our method integrates degree and local centrality with spreading probability.
Our method is not sensitive to the spreading probability.
Our method outperforms other centralities in both real and artificial networks.