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Maria-Irina Nicolae
Maria-Irina Nicolae
Other namesIrina Nicolae
Bosch Research, Bosch Center for AI
Verified email at bosch.com - Homepage
Title
Cited by
Cited by
Year
Adversarial Robustness Toolbox v1. 0.0
MI Nicolae, M Sinn, MN Tran, B Buesser, A Rawat, M Wistuba, ...
arXiv preprint arXiv:1807.01069, 2018
5912018
Efficient defenses against adversarial attacks
V Zantedeschi, MI Nicolae, A Rawat
Proceedings of the 10th ACM workshop on artificial intelligence and security†…, 2017
3542017
Adversarial phenomenon in the eyes of Bayesian deep learning
A Rawat, M Wistuba, MI Nicolae
arXiv preprint arXiv:1711.08244, 2017
432017
Open-world visual recognition using knowledge graphs
V Lonij, A Rawat, MI Nicolae
arXiv preprint arXiv:1708.08310, 2017
142017
Protecting a machine learning model
NM Tran, M Sinn, A Rawat, MI Nicolae, M Wistuba
US Patent 11,036,857, 2021
102021
Harnessing model uncertainty for detecting adversarial examples
M Rawat, M Wistuba, MI Nicolae
NIPS Workshop on Bayesian Deep Learning, 2017
92017
Joint semi-supervised similarity learning for linear classification
MI Nicolae, … Gaussier, A Habrard, M Sebban
Joint European Conference on Machine Learning and Knowledge Discovery in†…, 2015
82015
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
81807
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
72019
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
62023
Similarity learning for time series classification
MI Nicolae, … Gaussier, A Habrard, M Sebban
arXiv preprint arXiv:1610.04783, 2016
52016
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
42022
Revisiting neural program smoothing for fuzzing
MI Nicolae, M Eisele, A Zeller
Proceedings of the 31st ACM Joint European Software Engineering Conference†…, 2023
32023
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
32018
Algorithmic Robustness for Semi-Supervised (ϵ, γ, τ)-Good Metric Learning
MI Nicolae, M Sebban, A Habrard, … Gaussier, MR Amini
ICONIP, 2015
2*2015
Algorithmic Robustness for Learning via -Good Similarity Functions
MI Nicolae, M Sebban, A Habrard, … Gaussier, MR Amini
arXiv preprint arXiv:1412.6452, 2014
22014
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
12022
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
12021
ECML PKDD 2018 Workshops
C Alzate, A Monreale
Springer International Publishing, 2019
12019
Extending Knowledge Bases Using Images.
VPA Lonij, A Rawat, MI Nicolae
AKBC@ NIPS, 2017
12017
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