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Mean Estimation with User-Level Privacy for Spatio-Temporal IoT Datasets

Authors: P. Gupta, V. A. Rameshwar, A. Tandon and N. Chakraborty Know more This paper considers the problem of the private release of sample means of speed values from traffic datasets. Our key contribution is the development of user-level differentially private algorithms that incorporate carefully chosen parameter values to ensure low estimation errors on real-world […]