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Seyed-Mohsen Moosavi-Dezfooli

◀ ▶ joint publications with Alhussein Fawzi

> Home > Persons > Seyed-Mohsen Moosavi-Dezfooli

Publications

2019
[c12]
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Seyed-Mohsen Moosavi-Dezfooli, Alhussein Fawzi, Jonathan Uesato, Pascal Frossard:
Robustness via Curvature Regularization, and Vice Versa. CVPR 2019: 9078-9086
2018
[c7]
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  - conf/cvpr/FawziMFS18
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Alhussein Fawzi, Seyed-Mohsen Moosavi-Dezfooli, Pascal Frossard, Stefano Soatto:
Empirical Study of the Topology and Geometry of Deep Networks. CVPR 2018: 3762-3770
[c5]
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Seyed-Mohsen Moosavi-Dezfooli, Alhussein Fawzi, Omar Fawzi, Pascal Frossard, Stefano Soatto:
Robustness of Classifiers to Universal Perturbations: A Geometric Perspective. ICLR (Poster) 2018
[i9]
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  - journals/corr/abs-1811-09716
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Seyed-Mohsen Moosavi-Dezfooli, Alhussein Fawzi, Jonathan Uesato, Pascal Frossard:
Robustness via curvature regularization, and vice versa. CoRR abs/1811.09716 (2018)
2017
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  - journals/spm/FawziMF17
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Alhussein Fawzi, Seyed-Mohsen Moosavi-Dezfooli, Pascal Frossard:
The Robustness of Deep Networks: A Geometrical Perspective. IEEE Signal Process. Mag. 34(6): 50-62 (2017)
[c4]
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Seyed-Mohsen Moosavi-Dezfooli, Alhussein Fawzi, Omar Fawzi, Pascal Frossard:
Universal Adversarial Perturbations. CVPR 2017: 86-94
[i8]
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Alhussein Fawzi, Seyed-Mohsen Moosavi-Dezfooli, Pascal Frossard, Stefano Soatto:
Classification regions of deep neural networks. CoRR abs/1705.09552 (2017)
[i7]
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Seyed-Mohsen Moosavi-Dezfooli, Alhussein Fawzi, Omar Fawzi, Pascal Frossard, Stefano Soatto:
Analysis of universal adversarial perturbations. CoRR abs/1705.09554 (2017)
2016
[c3]
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Seyed-Mohsen Moosavi-Dezfooli, Alhussein Fawzi, Pascal Frossard:
DeepFool: A Simple and Accurate Method to Fool Deep Neural Networks. CVPR 2016: 2574-2582
[c1]
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Alhussein Fawzi, Seyed-Mohsen Moosavi-Dezfooli, Pascal Frossard:
Robustness of classifiers: from adversarial to random noise. NIPS 2016: 1624-1632
[i4]
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Alhussein Fawzi, Seyed-Mohsen Moosavi-Dezfooli, Pascal Frossard:
Robustness of classifiers: from adversarial to random noise. CoRR abs/1608.08967 (2016)
[i3]
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Seyed-Mohsen Moosavi-Dezfooli, Alhussein Fawzi, Omar Fawzi, Pascal Frossard:
Universal adversarial perturbations. CoRR abs/1610.08401 (2016)
2015
[i2]
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  - journals/corr/Moosavi-Dezfooli15
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Seyed-Mohsen Moosavi-Dezfooli, Alhussein Fawzi, Pascal Frossard:
DeepFool: a simple and accurate method to fool deep neural networks. CoRR abs/1511.04599 (2015)

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