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Ahmed Abdelkader

The Intrinsic Dimension of Images and Its Impact on Learning

Apr 18, 2021
Phillip Pope, Chen Zhu, Ahmed Abdelkader, Micah Goldblum, Tom Goldstein

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* To appear at ICLR 2021 (spotlight), 17 pages with appendix, 15 figures

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Headless Horseman: Adversarial Attacks on Transfer Learning Models

Apr 20, 2020
Ahmed Abdelkader, Michael J. Curry, Liam Fowl, Tom Goldstein, Avi Schwarzschild, Manli Shu, Christoph Studer, Chen Zhu

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* 5 pages, 2 figures. Accepted in ICASSP 2020. Code available on https://github.com/zhuchen03/headless-attack.git

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Certified Defenses for Adversarial Patches

Mar 14, 2020
Ping-Yeh Chiang, Renkun Ni, Ahmed Abdelkader, Chen Zhu, Christoph Studor, Tom Goldstein

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* to be published in International Conference on Learning Representations, ICLR 2020

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On Realistic Target Coverage by Autonomous Drones

Sep 05, 2018
Ahmed Saeed, Ahmed Abdelkader, Mouhyemen Khan, Azin Neishaboori, Khaled A. Harras, Amr Mohamed

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* 32 pages, 23 figures, A preliminary version of this work was published in IPSN'17

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