| The dimpled manifold model of adversarial examples in machine learning A Shamir, O Melamed, O BenShmuel arXiv preprint arXiv:2106.10151, 2021 | 62 | 2021 |
| Adversarial examples exist in two-layer relu networks for low dimensional data manifolds O Melamed, G Yehudai, G Vardi CoRR, abs/2303.00783, 2023 | 3 | 2023 |
| Adversarial examples exist in two-layer relu networks for low dimensional linear subspaces O Melamed, G Yehudai, G Vardi Advances in Neural Information Processing Systems 36, 5028-5049, 2023 | 2 | 2023 |
| MALT Powers Up Adversarial Attacks O Melamed, G Yehudai, A Shamir Advances in Neural Information Processing Systems 37, 44366-44392, 2025 | | 2025 |
| Explaining high-dimensional text classifiers O Melamed, R Caruana arXiv preprint arXiv:2311.13454, 2023 | | 2023 |
