We determine the asymptotic behavior of the Green function for zero-drift random walks confined to multidimensional convex cones. As a consequence, we prove that (up to a multiplicative constant) there is a unique positive discrete harmonic function for these processes, in other words the Martin boundary is reduced to a singleton.