Odelia Melamed

The Dimpled Manifold Model of Adversarial Examples in Machine Learning

A. Shamir, Oriel BenShmuel, Odelia Melamed, 2021, ArXiv.

Adversarial Examples Exist in Two-Layer ReLU Networks for Low Dimensional Data Manifolds

Gal Vardi, Gilad Yehudai, Odelia Melamed, 2023, ArXiv.

Adversarial Examples Exist in Two-Layer ReLU Networks for Low Dimensional Linear Subspaces

Gal Vardi, Gilad Yehudai, Odelia Melamed, 2023, NeurIPS.