Abstract: In this paper, we consider a risk process with positive and negative risk sums. We derive the integral-differential equation for the ruin probability. We obtain the exponential inequality for the ruin probability. We study how the dependence between the two classes of insurance business impacts on the ruin probability. Finally we give two examples to show the numerical results.