We study the maximal mutual information about a random variable Y (representing non-private information) displayed through an additive Gaussian channel when guaranteeing that only ε bits of information is leaked about a random variable X (representing private information) that is correlated with Y . Denoting this quantity by gε(X,Y ), we show that for perfect privacy, i.e., ε = 0, one has g0(X,...