fooling-lime-shap

Exploring the robustness of LIME and SHAP

This repo is to play with the code from "Fooling LIME and SHAP: Adversarial Attacks on Post hoc Explanation Methods."

• Arxiv
• GitHub

Setup

1. Run

source create-env.sh

2. Run jupyter and open the example notebook in Fooling-lime-shap:

    jupyter lab

Workarounds

• I have moved shap==0.32.1 to fooling_limeshap.yaml and version shap=0.34.0 since pip fails to compile that version. Via conda-forge can we just download the binaries.
• This setup assumes miniconda. We need to add ipywidgets to be able to run the compas notebook from the repo.