Efficient defenses against adversarial attacks V Zantedeschi, MI Nicolae, A Rawat
Proceedings of the 10th ACM Workshop on Artificial Intelligence and Security …, 2017
237 2017 Adversarial Robustness Toolbox v1. 0.0 MI Nicolae, M Sinn, MN Tran, B Buesser, A Rawat, M Wistuba, ...
arXiv preprint arXiv:1807.01069, 2018
202 2018 Adversarial Robustness Toolbox v0. 2.2 MI Nicolae, M Sinn, TN Minh, A Rawat, M Wistuba, V Zantedeschi, ...
64 2018 Adversarial phenomenon in the eyes of Bayesian deep learning A Rawat, M Wistuba, MI Nicolae
arXiv preprint arXiv:1711.08244, 2017
28 2017 Open-world visual recognition using knowledge graphs V Lonij, A Rawat, MI Nicolae
arXiv preprint arXiv:1708.08310, 2017
9 2017 Joint semi-supervised similarity learning for linear classification MI Nicolae, É Gaussier, A Habrard, M Sebban
Joint European Conference on Machine Learning and Knowledge Discovery in …, 2015
8 2015 Harnessing model uncertainty for detecting adversarial examples M Rawat, M Wistuba, MI Nicolae
NIPS Workshop on Bayesian Deep Learning, 2017
6 2017 Similarity learning for time series classification MI Nicolae, É Gaussier, A Habrard, M Sebban
arXiv preprint arXiv:1610.04783, 2016
5 2016 Adversarial Robustness Toolbox v1. 0.1. arXiv 2018 MI Nicolae, M Sinn, MN Tran, B Buesser, A Rawat, M Wistuba, ...
arXiv preprint arXiv:1807.01069, 0
5 Algorithmic Robustness for Semi-Supervised (ϵ, γ, τ)-Good Metric Learning MI Nicolae, M Sebban, A Habrard, É Gaussier, MR Amini
ICONIP, 2015
2 * 2015 Algorithmic Robustness for Learning via MI Nicolae, M Sebban, A Habrard, É Gaussier, MR Amini
arXiv preprint arXiv:1412.6452, 2014
2 2014 Extending Knowledge Bases Using Images. VPA Lonij, A Rawat, MI Nicolae
AKBC@ NIPS, 2017
1 2017 Providing adversarial protection for electronic screen displays B Buesser, MI Nicolae, A Rawat, M Sinn, NM Tran, M Wistuba
US Patent 11,288,408, 2022
2022 Protecting a machine learning model NM Tran, M Sinn, A Rawat, MI Nicolae, M Wistuba
US Patent 11,036,857, 2021
2021 Adding adversarial robustness to trained machine learning models B Buesser, MI Nicolae, A Rawat, M Sinn, NM Tran, M Wistuba
US Patent App. 16/601,451, 2021
2021 Learning input preprocessing to harden machine learning models NM Tran, M Sinn, MI Nicolae, M Wistuba, A Rawat, B Buesser
US Patent App. 16/566,862, 2021
2021 Providing adversarial protection of speech in audio signals B Buesser, MI Nicolae, A Rawat, M Sinn, NM Tran, M Wistuba
US Patent 10,896,664, 2021
2021 Open Fabric for Deep Learning Models F Pollok, S Boag, MI Nicolae
2018 Learning similarities for linear classification: theoretical foundations and algorithms MI Nicolae
Lyon, 2016
2016 Vérification de propriétés de systemes par algorithmes randomisés MI NICOLAE, JM VINCENT
Table des articles, 35, 2010
2010 
Martin WistubaIBM ResearchAdresse e-mail validée de ismll.de
