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Alexander Matyasko
Alexander Matyasko
National University of Singapore
在 e.ntu.edu.sg 的电子邮件经过验证
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Technical report on the cleverhans v2. 1.0 adversarial examples library
N Papernot, F Faghri, N Carlini, I Goodfellow, R Feinman, A Kurakin, ...
arXiv preprint arXiv:1610.00768, 2016
4102016
Interpolated adversarial training: Achieving robust neural networks without sacrificing too much accuracy
A Lamb, V Verma, K Kawaguchi, A Matyasko, S Khosla, J Kannala, ...
Neural Networks, 2022
992022
cleverhans v0. 1: an adversarial machine learning library
I Goodfellow, N Papernot, P McDaniel, R Feinman, F Faghri, A Matyasko, ...
arXiv preprint arXiv:1610.00768 1, 2016
672016
Margin maximization for robust classification using deep learning
A Matyasko, LP Chau
2017 International Joint Conference on Neural Networks (IJCNN), 300-307, 2017
202017
Improved network robustness with adversary critic
A Matyasko, LP Chau
Advances in Neural Information Processing Systems, 10578-10587, 2018
152018
PDPGD: Primal-Dual Proximal Gradient Descent Adversarial Attack
A Matyasko, LP Chau
arXiv preprint arXiv:2106.01538, 2021
82021
A light field sparse representation structure and its fast coding technique
J Chen, A Matyasko, LP Chau
2014 19th International Conference on Digital Signal Processing, 214-218, 2014
42014
Towards deep neural networks robust to adversarial examples
A Matyasko
Nanyang Technological University, 2020
12020
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