27 items found

Tags: Privacy

Filter Results
  • Application

    Scikit-mobility

    Scikit-mobility is a library for human mobility analysis in Python. The library allows to: represent trajectories and mobility flows with proper data structures, TrajDataFrame...
    • URL
      The resource: 'Library source code' is not accessible as guest user. You must login to access it!
  • Dataset

    Multi-Task Faces (MTF) dataset

    The Multi-Task Faces (MTF) dataset consists of cropped human faces for classification tasks or other research purposes. Each image in the dataset is labelled according to four...
    • ZIP
      The resource: 'MTF_dataset_20230701' 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!
  • JournalArticle

    Accountability for the Use of Algorithms in a Big Data Environment

    Accountability is the ability to provide good reasons in order to explain and to justify actions, decisions, and policies for a (hypothetical) forum of persons or...
    • BibTeX
      The resource: 'BibTeX' is not accessible as guest user. You must login to access it!
    • HTML
      The resource: 'html' is not accessible as guest user. You must login to access it!
    • HTML
      The resource: 'Unnamed resource' is not accessible as guest user. You must login to access it!
    • HTML
      The resource: 'Second SoBigData++ ...' is not accessible as guest user. You must login to access it!