A generalization of Zubov's theorem on representing the domain of attractio
n via the solution of a suitable partial differential equation is presented
for the case of perturbed systems with a singular fixed point. For the con
struction it is necessary to consider solutions in the viscosity sense. As
a consequence, maximal robust Lyapunov functions can be characterized as vi
scosity solutions.