Prajjwal Gupta

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

2024

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 …