Interpretation of Neural Networks is Susceptible to Universal Adversarial Perturbations

Haniyeh Ehsani Oskouie, Farzan Farnia

Interpreting neural network classifiers using gradient-based saliency maps has been extensively studied in the deep learning literature. While the existing algorithms manage to ach…