Birhanu Eshete

Rethinking Machine Learning Robustness via its Link with the Out-of-Distribution Problem

2022 · arXiv (Cornell University)

Despite multiple efforts made towards robust machine learning (ML) models, their vulnerability to adversarial examples remains a challenging problem that calls for rethinking the defense strategy. In this paper, we take a step back and …