Milan Lopuhaä-Zwakenberg

Estimating Numerical Distributions under Local Differential Privacy

2019 · arXiv (Cornell University)

When collecting information, local differential privacy (LDP) relieves the concern of privacy leakage from users' perspective, as user's private information is randomized before sent to the aggregator. We study the problem of recovering the distribution …