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