Epidemic processes on complex networks

We analyse the dynamics of the SIS and Reed–Frost models on complex networks. In contrast to most of the previous analytical work which relied on mean-field approximations and simulations, we present a probabilistic approach whereby general results are derived and illustrated on various families of graphs.