A single gradient step finds adversarial examples on random two-layers neural networks

Sébastien Bubeck, Yeshwanth Cherapanamjeri, Gauthier Gidel, Remi Tachet des Combes. A single gradient step finds adversarial examples on random two-layers neural networks. In Marc'Aurelio Ranzato, Alina Beygelzimer, Yann N. Dauphin, Percy Liang, Jennifer Wortman Vaughan, editors, Advances in Neural Information Processing Systems 34: Annual Conference on Neural Information Processing Systems 2021, NeurIPS 2021, December 6-14, 2021, virtual. pages 10081-10091, 2021. [doi]

Authors

Sébastien Bubeck

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Yeshwanth Cherapanamjeri

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Gauthier Gidel

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Remi Tachet des Combes

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