Publications

Mujtaba Hussain Mirza, Antonio D'Orazio, Odelia Melamed, Iacopo Masi
January, 2026 CVPR 2026
A Provable Energy-Guided Test-Time Defense Boosting Adversarial Robustness of Large Vision-Language Models
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Odelia Melamed, Gilad Yehudai, Gal Vardi
January, 2025 arXiv preprint arXiv:2510.14844
Provable Unlearning with Gradient Ascent on Two-Layer ReLU Neural Networks
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Odelia Melamed, Gilad Yehudai, Adi Shamir
January, 2024 Advances in Neural Information Processing Systems, 37
MALT Powers Up Adversarial Attacks
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Odelia Melamed, Rich Caruana
January, 2023 in NeurIPS Explainability workshop XAIA 2023
Explaining high-dimensional text classifiers
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Odelia Melamed, Gilad Yehudai, Gal Vardi
January, 2023 Advances in Neural Information Processing Systems, 36
Adversarial Examples Exist in Two-Layer ReLU Networks for Low Dimensional Linear Subspaces
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Adi Shamir, Odelia Melamed, Oriel BenShmuel
January, 2021 arXiv preprint arXiv:2106.10151
The dimpled manifold model of adversarial examples in machine learning
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