Before revision: In this work, we  study stability and robustness to noise in deterministic SIS epidemics over large networks by using the spectral properties of graphons .
After revision: In this work, we study stability and sensitivity to noise of deterministic SIS epidemics over large networks by using the spectral properties of graphons .