| Adversarial Robustness Toolbox v1. 0.0 MI Nicolae, M Sinn, MN Tran, B Buesser, A Rawat, M Wistuba, ... arXiv preprint arXiv:1807.01069, 2018 | 609 | 2018 |
| Efficient defenses against adversarial attacks V Zantedeschi, MI Nicolae, A Rawat Proceedings of the 10th ACM workshop on artificial intelligence and security …, 2017 | 356 | 2017 |
| Adversarial phenomenon in the eyes of Bayesian deep learning A Rawat, M Wistuba, MI Nicolae arXiv preprint arXiv:1711.08244, 2017 | 43 | 2017 |
| Open-world visual recognition using knowledge graphs V Lonij, A Rawat, MI Nicolae arXiv preprint arXiv:1708.08310, 2017 | 14 | 2017 |
| Protecting a machine learning model NM Tran, M Sinn, A Rawat, MI Nicolae, M Wistuba US Patent 11,036,857, 2021 | 10 | 2021 |
| Harnessing model uncertainty for detecting adversarial examples M Rawat, M Wistuba, MI Nicolae NIPS Workshop on Bayesian Deep Learning, 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 |
| Adversarial robustness toolbox v1. 2.0. 2018, CoRR 1807.01069 MI Nicolae, M Sinn, MN Tran, B Buesser, A Rawat, M Wistuba, ... URL https://arxiv. org/pdf, 1807 | 8 | 1807 |
| Learning input preprocessing to harden machine learning models NM Tran, M Sinn, MI Nicolae, M Wistuba, A Rawat, B Buesser US Patent 11,681,796, 2023 | 7 | 2023 |
| Evolutionary Search for Adversarially Robust Neural Networks M Sinn, M Wistuba, B Buesser, MI Nicolae, NM Tran SafeML Workshop at International Conference for Learning Representations, 2019 | 7 | 2019 |
| Similarity learning for time series classification MI Nicolae, É Gaussier, A Habrard, M Sebban arXiv preprint arXiv:1610.04783, 2016 | 5 | 2016 |
| Adding adversarial robustness to trained machine learning models B Buesser, MI Nicolae, A Rawat, M Sinn, NM Tran, M Wistuba US Patent 11,334,671, 2022 | 4 | 2022 |
| Revisiting neural program smoothing for fuzzing MI Nicolae, M Eisele, A Zeller Proceedings of the 31st ACM Joint European Software Engineering Conference …, 2023 | 3 | 2023 |
| Adversarial robustness toolbox v0. 10.0. CoRR MI Nicolae, M Sinn, MN Tran, A Rawat, M Wistuba, V Zantedeschi, ... arXiv preprint arXiv:1807.01069, 2018 | 3 | 2018 |
| 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 -Good Similarity Functions MI Nicolae, M Sebban, A Habrard, É Gaussier, MR Amini arXiv preprint arXiv:1412.6452, 2014 | 2 | 2014 |
| 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 | 1 | 2022 |
| 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 | 1 | 2021 |
| ECML PKDD 2018 Workshops C Alzate, A Monreale Springer International Publishing, 2019 | 1 | 2019 |
| Extending Knowledge Bases Using Images. VPA Lonij, A Rawat, MI Nicolae AKBC@ NIPS, 2017 | 1 | 2017 |
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