Applied Mathematics Project carried out with Ignacio Madrid Canales Goal: estimate the probability to miscluster two graph communities generated by a simple stochastic block model. The clustering technique examined is a regular spectral clustering method. #Keywords Rare events, Importance Sampling, Spectral Clustering