local-differential-privacy
There are 11 repositories under local-differential-privacy topic.
Samuel-Maddock/pure-LDP
Python package for simple implementations of state-of-the-art LDP frequency estimation algorithms. Contains code for our VLDB 2021 Paper.
hharcolezi/multi-freq-ldpy
Multiple Frequency Estimation Under Local Differential Privacy in Python
hharcolezi/ldp-protocols-mobility-cdrs
Implementation of local differential privacy mechanisms in Python language.
zealscott/LDPTrace
Source code for LDPTrace: Locally Differentially Private Trajectory Synthesis. VLDB 2023.
Samuel-Maddock/Apple-Differential-Privacy
Apple Differential Privacy Implementation
sisaman/LDP-mechanisms
PyTorch implementation of a number of mechanisms in local differential privacy
hharcolezi/LOLOHA
Repository for the EDBT'23 paper "Frequency Estimation of Evolving Data Under Local Differential Privacy".
hharcolezi/ldp-fairness-impact
Repository for the DBSec 2023 paper "(Local) Differential Privacy has NO Disparate Impact on Fairness"
hharcolezi/risks-ldp
Repository for the VLDB'23 paper "On the Risks of Collecting Multidimensional Data Under Local Differential Privacy"
ay0408/LDP-genome-statistics
Privacy-Preserving Genomic Statistical Analysis Under Local Differential Privacy
iremkrc/testing-ldp-algorithms
Comp430 Project