The paper investigates the stability problem for linear singular discrete time-delay systems. Using discrete Lyapunov-like functions, new stability criteria are derived in terms of strict linear matrix inequality, which guarantees the system to be regular, causal and finite-time stable. A computer simulation was performed for the analysis of the dynamical behavior of this system.