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Learning dynamic polynomial proofs

Jun 04, 2019
Alhussein Fawzi, Mateusz Malinowski, Hamza Fawzi, Omar Fawzi


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Adversarial vulnerability for any classifier

Feb 23, 2018
Alhussein Fawzi, Hamza Fawzi, Omar Fawzi


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Robustness of classifiers to uniform $\ell\_p$ and Gaussian noise

Feb 22, 2018
Jean-Yves Franceschi, Alhussein Fawzi, Omar Fawzi

* 21st International Conference on Artificial Intelligence and Statistics (AISTATS) 2018, Apr 2018, Playa Blanca, Spain. 2018, http://www.aistats.org/ 

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Analysis of universal adversarial perturbations

May 26, 2017
Seyed-Mohsen Moosavi-Dezfooli, Alhussein Fawzi, Omar Fawzi, Pascal Frossard, Stefano Soatto


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Universal adversarial perturbations

Mar 09, 2017
Seyed-Mohsen Moosavi-Dezfooli, Alhussein Fawzi, Omar Fawzi, Pascal Frossard

* Accepted at IEEE Conference on Computer Vision and Pattern Recognition (CVPR), 2017 

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Analysis of classifiers' robustness to adversarial perturbations

Mar 28, 2016
Alhussein Fawzi, Omar Fawzi, Pascal Frossard


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