Enhanced Sanov theorem and robust propagation of chaos

We establish a Sanov type large deviation principle for an ensemble of interacting Brownian rough paths. As application, we obtain a large deviation principle for a suitable (k-layer, enhanced) empirical measure of weakly interacting diffusions, which in turn implies a propagation of chaos result in rough path spaces.