Farzan Farnia

Interpretation of Neural Networks is Susceptible to Universal Adversarial Perturbations

2023

Interpreting neural network classifiers using gradient-based saliency maps has been extensively studied in the deep learning literature. While the existing algorithms manage to achieve satisfactory performance in application to standard image recognition datasets, recent works …