  We present and analyze two simple $N$-particle particle systems for the
spread of an infection, respectively with binary and with multi-body
interactions. We establish a convergence result, as $N \to \infty$, to a set of
kinetic equations, providing a mathematical justification of related numerical
schemes. We analyze rigorously the time asymptotics of these equations, and
compare the models numerically.
