interpretability-privacy

This repo reconstructs the results from On the Privacy Risks of Model Explanations

Requirements

Python 3.9.7
Jupyter Notebook 6.4.6
PyTorch 1.10.2
Numpy 1.22.3
Pandas

Instructions

To train the baseline models and attack models for the Adult UCI dataset

$ cd src

$ python main.py