pyCANON: A Python library to check the level of anonymity of a dataset

pyCANON is a Python library which allows the user to know the anonymity level of a dataset based on a set of quasi-identifiers (QI), and a set of sensitive attributes. To do so, it provides a set of functions to compute the anonymity level of a dataset by means of the following techniques:

• k-anonymity.

• (\(\alpha\),k)-anonymity.

• \(\ell\)-diversity.

• Entropy \(\ell\)-diversity.

• Recursive (c, \(\ell\))-diversity.

• t-closeness.

• Basic \(\beta\)-likeness.

• Enhanced \(\beta\)-likeness.

• \(\delta\)-disclosure privacy.

User documentation

• Getting started
  • Install
  • Example usage
    • Command line
    • Python API
• pycanon
  • pycanon package
    • Subpackages
      • pycanon.anonymity package
      • pycanon.report package
      • pycanon.utility package
    • Submodules
    • pycanon.cli module
      • alpha_k_anonymity()
      • basic_beta_likeness()
      • delta_disclosure()
      • enhanced_beta_likeness()
      • entropy_l_diversity()
      • k_anonymity()
      • l_diversity()
      • main()
      • recursive_c_l_diversity()
      • report()
      • t_closeness()
      • version_callback()
    • Module contents
• Notes and Warnings
• Utility metrics

License

pyCANON is licensed under Apache License Version 2.0 (http://www.apache.org/licenses/)

Indices and tables

• Index

• Module Index

• Search Page