ABSyn: An Accurate Differentially Private Data Synthesis Scheme with Adaptive Selection and Batch Processes

介绍

ABSyn 是一种差分隐私数据合成方案，它以表格数据集为输入，并输出相同格式的合成数据集。

Install ABSyn

The code can be executed in Python 3.6.9.

The dependencies of this project can be installed with pip as follows:

$ pip install -r requirements.txt

Additionally, you have to add the src folder to the PYTHONPATH. If you are using Ubuntu, add the following line to your .bashrc file: PYTHONPATH=$PYTHONPATH:/path/to/ABSyn/src

Once this is done, test the scheme by the following code:

$ python ABSyn.py