Let p ∈ (0, 1/2) be fixed, and let Bn(p) be an n × n random matrix with i.i.d. Bernoulli random variables with mean p. We show that for all t ≥ 0,where sn(Bn(p)) denotes the least singular value of Bn(p) and Cp, ǫp > 0 are constants depending only on p.