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1. ldp-toolbox ldp-toolbox Public

   LDP-Toolbox: Exploring Utility and Attackability Tradeoffs inLocal Differential Privacy

   Python 1

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

   Multiple Frequency Estimation Under Local Differential Privacy in Python

   Python 48 3

3. LDP_protocols_refined LDP_protocols_refined Public

   Code for "Revisiting Locally Differentially Private Protocols: Towards Better Trade-offs in Privacy, Utility, and Attack Resistance"

   Python 3

4. 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

5. anonymity-impact-fairness anonymity-impact-fairness Public

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

   Python 1

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

   Implementation of local differential privacy mechanisms in Python language.

   Jupyter Notebook 29 6