Robustness of classifiers to universal perturbations: a geometric
perspective

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Robustness of classifiers to universal perturbations: a geometric perspective

26 May 2017

Seyed-Mohsen Moosavi-Dezfooli

Alhussein Fawzi

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Papers citing "Robustness of classifiers to universal perturbations: a geometric perspective"

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Title
Attacking Convolutional Neural Network using Differential EvolutionIPSJ Transactions on Computer Vision and Applications (IPSJ TCVA), 2018 Jiawei Su Danilo Vasconcellos Vargas Kouichi Sakurai AAML 109 47 0 19 Apr 2018
Improving DNN Robustness to Adversarial Attacks using Jacobian Regularization Daniel Jakubovitz Raja Giryes AAML 345 220 0 23 Mar 2018
Identify Susceptible Locations in Medical Records via Adversarial Attacks on Deep Predictive Models Mengying Sun Fengyi Tang Jinfeng Yi Fei Wang Jiayu Zhou AAML OOD MedIm 142 65 0 13 Feb 2018
Towards an Understanding of Neural Networks in Natural-Image Spaces Yifei Fan A. Yezzi AAML GAN 85 2 0 27 Jan 2018
Threat of Adversarial Attacks on Deep Learning in Computer Vision: A Survey Naveed Akhtar Lin Wang AAML 449 1,982 0 02 Jan 2018
Generative Adversarial Perturbations Omid Poursaeed Isay Katsman Bicheng Gao Serge J. Belongie AAML GAN WIGM 366 383 0 06 Dec 2017
Butterfly Effect: Bidirectional Control of Classification Performance by Small Additive Perturbation Y. Yoo Seonguk Park Junyoung Choi Sangdoo Yun Nojun Kwak AAML 166 4 0 27 Nov 2017
Defense against Universal Adversarial Perturbations Naveed Akhtar Jian Liu Lin Wang AAML 313 212 0 16 Nov 2017
Machine vs Machine: Minimax-Optimal Defense Against Adversarial Examples Jihun Hamm Akshay Mehra AAML 198 7 0 12 Nov 2017
One pixel attack for fooling deep neural networksIEEE Transactions on Evolutionary Computation (IEEE TEVC), 2017 Jiawei Su Danilo Vasconcellos Vargas Kouichi Sakurai AAML 559 2,486 0 24 Oct 2017
ZOO: Zeroth Order Optimization based Black-box Attacks to Deep Neural Networks without Training Substitute Models Pin-Yu Chen Huan Zhang Yash Sharma Jinfeng Yi Cho-Jui Hsieh AAML 448 2,063 0 14 Aug 2017
Efficient Defenses Against Adversarial Attacks Valentina Zantedeschi Maria-Irina Nicolae Ambrish Rawat AAML 258 311 0 21 Jul 2017
MagNet: a Two-Pronged Defense against Adversarial Examples Dongyu Meng Hao Chen AAML 182 1,265 0 25 May 2017