Not So Robust After All: Evaluating the Robustness of Deep Neural Networks to Unseen Adversarial Attacks

no code implementations • 12 Aug 2023 • Roman Garaev, Bader Rasheed, Adil Khan

This hypothesis suggests that training a DNN on a dataset consisting solely of robust features should produce a model resistant to adversarial attacks.

Adversarial Attack Attribute