Héber H. Arcolezi

Improving the utility of locally differentially private protocols for longitudinal and multidimensional frequency estimates

2022 · Digital Communications and Networks

This paper investigates the problem of collecting multidimensional data throughout time (i.e., longitudinal studies) for the fundamental task of frequency estimation under Local Differential Privacy (LDP) guarantees. Contrary to frequency estimation of a single attribute, …