Exploring and Improving Robustness of Multi Task Deep Neural Networks via Domain Agnostic Defenses

Kashyap Coimbatore Murali

In this paper, we explore the robustness of the Multi-Task Deep Neural Networks (MT-DNN) against non-targeted adversarial attacks across Natural Language Understanding (NLU) tasks…