Haniyeh Ehsani Oskouie

Interpretation of Neural Networks is Susceptible to Universal Adversarial Perturbations

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 demonstrate the vulner…