Making Corgis Important for Honeycomb Classification: Adversarial Attacks on Concept-based Explainability Tools

Davis Brown, Henry Kvinge

Methods for model explainability have become increasingly critical for testing the fairness and soundness of deep learning. Concept-based interpretability techniques, which use a s…