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@privacytrustlab

Data Privacy and Trustworthy Machine Learning Research Lab

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  1. ml_privacy_meter ml_privacy_meter Public

    Privacy Meter: An open-source library to audit data privacy in statistical and machine learning algorithms.

    Python 615 103

  2. location_privacy_meter location_privacy_meter Public

    Location Privacy Meter: A tool to model human mobility and quantify location privacy

    C++ 16 4

Repositories

Showing 10 of 10 repositories
  • ml_privacy_meter Public

    Privacy Meter: An open-source library to audit data privacy in statistical and machine learning algorithms.

    privacytrustlab/ml_privacy_meter’s past year of commit activity
    Python 615 MIT 103 1 4 Updated Dec 24, 2024
  • privacy_meter_dev Public Forked from privacytrustlab/ml_privacy_meter

    A dev repo for ml_privacy_meter

    privacytrustlab/privacy_meter_dev’s past year of commit activity
    Python 0 MIT 103 0 0 Updated Dec 17, 2024
  • project_YYYY_projectname Public template Forked from MartinStrobel/project_YYYY_template

    A template for a project repository

    privacytrustlab/project_YYYY_projectname’s past year of commit activity
    TeX 0 1 0 0 Updated Jun 9, 2024
  • lood_in_ml Public
    privacytrustlab/lood_in_ml’s past year of commit activity
    Python 5 Apache-2.0 0 0 0 Updated Apr 18, 2024
  • privacytrustlab/Data-Order-Randomness-versus-Group-Fairness’s past year of commit activity
    Python 1 0 0 0 Updated Aug 22, 2023
  • bias_in_FL Public

    This is the code repository for the paper titled "Bias Propagation in Federated Learning" which was accepted to the International Conference on Learning Representations (ICLR) 2023.

    privacytrustlab/bias_in_FL’s past year of commit activity
    Python 11 2 0 0 Updated Mar 28, 2023
  • adversarial_bias Public

    Analyzing Adversarial Bias and the Robustness of Fair Machine Learning

    privacytrustlab/adversarial_bias’s past year of commit activity
    Python 7 1 0 0 Updated Jun 18, 2021
  • location_privacy_meter Public

    Location Privacy Meter: A tool to model human mobility and quantify location privacy

    privacytrustlab/location_privacy_meter’s past year of commit activity
    C++ 16 4 3 0 Updated May 25, 2021
  • privacytrustlab/soteria_private_nn_inference’s past year of commit activity
    Verilog 3 1 0 0 Updated Sep 29, 2020
  • datasets Public

    Processed datasets that we have used in our research

    privacytrustlab/datasets’s past year of commit activity
    13 5 2 0 Updated Apr 30, 2020

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