Achieving Privacy Utility Balance for Multivariate Time Series Data

Gaurab Hore, Tucker McElroy, Anindya Roy

Utility-preserving data privatization is of utmost importance for data-producing agencies. The popular noise-addition privacy mechanism distorts autocorrelation patterns in time se…