Demonstrating Cell Key Perturbation in Python
Over the past few months, the Sensible Code team has put together an example implementation of the cell key method, a perturbation method that adds noise to frequency tables in order to protect against differencing attacks. It is one of the disclosure control algorithms in our product Cantabular. This example has been written using Python in a Jupyter notebook.