7 items found

Groups: Sustainable Cities for Citizens Tags: Privacy

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  • Method

    Python library for direct and indirect discrimination prevention in data mining

    This python library implements the discrimination discovery and prevention method proposed in the paper: “A methodology for direct and indirect discrimination prevention in...
    • GitHub
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  • Method

    Privacy Risk on Sociometer

    This method provides a Privacy Risk Assessment on CDR data, aggregated through the presence vectors used by the Sociometer.
    • PDF
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    • TXT
      The resource: 'Documentation.txt' is not accessible as guest user. You must login to access it!
    • jar
      The resource: 'RiskEvaluation.jar' is not accessible as guest user. You must login to access it!
  • Method

    Privacy Risk on Trajectories

    This method provides a Privacy Risk Assessment on mobility data, in terms of trajectories or aggregation of trajectories, i.e., locations with frequency of visit and locations...
    • Python
      The resource: 'privacy-lib' is not accessible as guest user. You must login to access it!
  • Method

    Human Mobility Data Privacy Risk Estimator

    This method is a fast and flexible approach to estimate privacy risk in human mobility data. The idea is to train classifiers to capture the relation between individual...
  • TrainingMaterial

    Mobility data sharing: application potential and ethical issues webinar

    4th SoBigData++ Awareness Panel Webinar Programme Decentralized anonymization of mobility data Speaker: Josep Domingo-Ferrer (Universitat Rovira i Virgili, Catalonia)...
  • 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:...
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    • The resource: 'Antidiscrimination library ...' is not accessible as guest user. You must login to access it!
    • ipynb
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    • ipynb
      The resource: 'antiDiscrimination_training' is not accessible as guest user. You must login to access it!
  • 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!
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