In the paper, the global asymptotic stability of discrete-time system with distributed delays is investigated. Using the Lyapunov stability theory and LMIs approaches, delay-dependent criteria are derived to ensure the global robust asymptotic stability of the addressed system in the mean square for all admissible parameter uncertainties. A numerical example is given to illustrate the effectiveness of our result.