Improving Interpretability via Regularization of Neural Activation Sensitivity

no code implementations • 16 Nov 2022 • Ofir Moshe, Gil Fidel, Ron Bitton, Asaf Shabtai

We evaluate the interpretability of models trained using our method to that of standard models and models trained using state-of-the-art adversarial robustness techniques.

Adversarial Robustness Explanation Fidelity Evaluation +1