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1. multi-freq-ldpy multi-freq-ldpy Public

   Multiple Frequency Estimation Under Local Differential Privacy in Python

   Python 41 4

2. ldp-audit ldp-audit Public

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

   Python 5

3. ldp-fairness-impact ldp-fairness-impact Public

   Repository for the DBSec 2023 paper "(Local) Differential Privacy has NO Disparate Impact on Fairness"

   Jupyter Notebook 8 2

4. LOLOHA LOLOHA Public

   Repository for the EDBT'23 paper "Frequency Estimation of Evolving Data Under Local Differential Privacy".

   Python 11

5. ldp-protocols-mobility-cdrs ldp-protocols-mobility-cdrs Public

   Implementation of local differential privacy mechanisms in Python language.

   Jupyter Notebook 28 6

6. risks-ldp risks-ldp Public

   Repository for the VLDB'23 paper "On the Risks of Collecting Multidimensional Data Under Local Differential Privacy"

   Jupyter Notebook 6