with N (µ, σ 2 ) denoting a Gaussian distribution with mean µ and variance σ 2 and U(a, b) denoting a uniform distribution over the interval [a, b]. We do not yet specify the variance of the water distribution, σ 2 H 2 O , because we will vary it and study its effect on the performance of our anomaly detector.