On the privacy cost for dependent Gaussian data: spectral density estimation under local differential privacy

Yann Issartel, François Roueff

We study the fundamental problem of estimating the dependence structure of a centered stationary Gaussian process under local differential privacy (LDP). In this setting, the spect…