Muter: Machine Unlearning on Adversarially Trained Models

Code for the ICCV'23 paper MUter: Machine Unlearning on Adversarially Trained Models.

Dependencies

torch, torchvision, sklearn, functorch

Setup

Project structure

MUter_code/
-->Readme
-->setup
-->LinearExperiment
    -->data
    -->src
-->NNExperiment
    -->src
        -->data

run script setup.sh for complete project structure, download source data and do data process.

sh setup.sh

Run Linear Experiment

cd LinearExperiment/src/
sh run_shell.sh

Run Neural Network Experiment

cd NNExperiment/src/
sh sh_code.sh