Nonparametric spectral density estimation using interactive mechanisms under local differential privacy

Cristina Butucea, Karolina Klockmann, Tatyana Krivobokova

We study the problem of estimating the spectral density of a centered stationary Gaussian time series under local differential privacy constraints. Specifically, we propose new int…