Causal Interpretability for Adversarial Robustness: A Hybrid Generative Classification Approach

Chunheng Zhao, Pierluigi Pisu, Gurcan Comert +3

Deep learning-based discriminative classifiers, despite their remarkable success, remain vulnerable to adversarial examples that can mislead model predictions. While adversarial tr…