Machine Learning, Privacy, Differential Privacy, Data Analysis, Database.
sensitivity of func (divided by ε), this is called beta. beta = Lap ( Δf / ε ) From the Algorithmic Foundation of Diff. Privacy Formalizing Laplace mechanism Thus in case of a laplacian mechanism instead of adding noise to the data before querying we add this noise to the output of the query on the