A Data-Centric Approach for Improving Adversarial Training Through the Lens of Out-of-Distribution Detection

Mohammad Azizmalayeri, Arman Zarei, Alireza Isavand +2

Current machine learning models achieve super-human performance in many real-world applications. Still, they are susceptible against imperceptible adversarial perturbations. The mo…