Pinned Loading

1. ldp-toolbox ldp-toolbox Public

   LDP-Toolbox: Exploring Utility and Attackability Tradeoffs in Local Differential Privacy

   Python 5

2. multi-freq-ldpy multi-freq-ldpy Public

   Multiple Frequency Estimation Under Local Differential Privacy in Python

   Python 49 5

3. private-frequency-oracle-rns private-frequency-oracle-rns Public

   Code for the AAAI 2026 paper "Private Frequency Estimation Via Residue Number Systems"

   Python 1

4. anonymity-impact-fairness anonymity-impact-fairness Public

   Code for the ECAI 2025 paper "Fair Play for Individuals, Foul Play for Groups? Auditing Anonymization's Impact on ML Fairness"

   Python 3

5. ldp-audit ldp-audit Public

   Codes for our PETS 2024 paper "Revealing the True Cost of Locally Differentially Private Protocols: An Auditing Perspective "

   Python 6 1

6. ldp-protocols-mobility-cdrs ldp-protocols-mobility-cdrs Public

   Implementation of local differential privacy mechanisms in Python language.

   Jupyter Notebook 29 6