The class of systems treated in this paper are characterized by ft linear deterministic system and a white noise multiplicative gain. Matrix conditions are developed to provide exponential stability with probability one andL2-bounded input—bounded output stability for this class of systems. These conditions are then used to develop a frequency domain criterion for stability with probability one.