Machine Learning, Privacy, Differential Privacy, Data Analysis, Database.
privacy, The Laplacian Mechanism, which gives differential privacy for real (vector) valued queries. These queries map databases to some real numbers instead of integer values. ℓ1- sensitivity can again be used to determine how accurately we can answer the queries to the database, and therefore,