When Explainability Meets Adversarial Learning: Detecting Adversarial Examples using SHAP Signatures

Gil Fidel, Ron Bitton, Asaf Shabtai

State-of-the-art deep neural networks (DNNs) are highly effective in solving many complex real-world problems. However, these models are vulnerable to adversarial perturbation atta…