3 items found

Formats: ipynb Tags: Privacy

Filter Results
  • TrainingMaterial

    Tutorials on anonymization and antidiscrimination of datasets

    These tutorials show how to use the already implemented libraries for the anonymization and antidiscrimination of data sets: - Anonymization library:...
    • The resource: 'Anonymization library ...' is not accessible as guest user. You must login to access it!
    • The resource: 'Antidiscrimination library ...' is not accessible as guest user. You must login to access it!
    • ipynb
      The resource: 'anonymization_training' is not accessible as guest user. You must login to access it!
    • ipynb
      The resource: 'antiDiscrimination_training' is not accessible as guest user. You must login to access it!
  • Experiment

    Label flipping attacks in Federated Learning

    The following experiments showcase Federated Learning using Scikit-learn.
    • ipynb
      The resource: 'FederatedLearning-sklearn' is not accessible as guest user. You must login to access it!
  • Experiment

    Membership Inference Attacks on ML Models

    This collection of Jupyter notebooks implements membership inference attacks found in Salem et al. "ML-Leaks: Model and Data Independent Membership Inference Attacks and...
    • ipynb
      The resource: 'LipariSC_MIA' is not accessible as guest user. You must login to access it!
    • ipynb
      The resource: 'LipariSC_MIA-Safer' is not accessible as guest user. You must login to access it!
You can also access this registry using the API (see API Docs).