Local Differential Privacy Python Packages

pure-ldp

Python package for simple implementations of state-of-the-art LDP frequency estimation algorithms. Contains code for our VLDB 2021 Paper.

multi-freq-ldpy

Multiple Frequency Estimation Under Local Differential Privacy in Python

ldp-toolbox

Local Differential Privacy Toolbox