The Dimpled Manifold Model of Adversarial Examples in Machine Learning. - Adi Shamir; Odelia Melamed; Oriel BenShmuel (CoRR, 2021)

Adversarial Examples Exist in Two-Layer ReLU Networks for Low Dimensional Linear Subspaces. - Odelia Melamed; Gilad Yehudai; Gal Vardi (NeurIPS, 2023)

Adversarial Examples Exist in Two-Layer ReLU Networks for Low Dimensional Data Manifolds. - Odelia Melamed; Gilad Yehudai; Gal Vardi (CoRR, 2023)

Explaining high-dimensional text classifiers. - Odelia Melamed; Rich Caruana (CoRR, 2023)

MALT Powers Up Adversarial Attacks. - Odelia Melamed; Gilad Yehudai; Adi Shamir (NeurIPS, 2024)