Adversarial Explainable AI

A curated list of Adversarial Explainable AI (XAI) resources, inspired by awesome-adversarial-machine-learning and awesome-interpretable-machine-learning. Due to the novelty of the field, this list is very much in the making. Contributions are welcome - send a pull request or contact me @hbaniecki.

There are various adversarial attacks on machine learning models; hence, ways of defending, e.g. by using XAI techniques. Nowadays, attacks on model explanations come to light, so does the defense to such adversary.

Veritas Vincit

Papers

Introduction

General

Attacks on XAI

Defense from attacks on XAI

Other

Software

Attacks on AI using XAI

Defense from attacks on AI using XAI