Mirror, Mirror on the Wall---Have I Forgotten it All?\A New Framework for Evaluating Machine Unlearning

Installation

After cloning, there are two major things that should be done.

1. Initialize the submodules for the unlearning frameworks

git submodule update --init --recursive

2. Install the uv environment

uv venv
uv sync

Instructions

Experiments for the paper were run via the following command:

python swap_testing.py -c configs/gaussian_poison_experiment_config.yaml -o <INSERT OUTPUT FILE PATH>

The graphs and tables were then obtained from running through the swap_vs_cu_graphs.ipynb notebook.