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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 27 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