Maria-Irina Nicolae

22 papers A* 3Journal 10Unranked 6
YearRankTypeTitle / Venue / Authors
2025 A* conf
Medical Multimodal Model Stealing Attacks via Adversarial Domain Alignment.
AAAI
Yaling Shen, Zhixiong Zhuang, Kun Yuan, Maria-Irina Nicolae, Nassir Navab, Nicolas Padoy, Mario Fritz
2025 J jnl
Medical Multimodal Model Stealing Attacks via Adversarial Domain Alignment.
CoRR
Yaling Shen, Zhixiong Zhuang, Kun Yuan, Maria-Irina Nicolae, Nassir Navab, Nicolas Padoy, Mario Fritz
2025 J jnl
ProxyPrompt: Securing System Prompts against Prompt Extraction Attacks.
CoRR
Zhixiong Zhuang, Maria-Irina Nicolae, Hui-Po Wang, Mario Fritz
2025 A* conf
Stealix: Model Stealing via Prompt Evolution.
ICML
Zhixiong Zhuang, Hui-Po Wang, Maria-Irina Nicolae, Mario Fritz
2025 J jnl
Stealix: Model Stealing via Prompt Evolution.
CoRR
Zhixiong Zhuang, Hui-Po Wang, Maria-Irina Nicolae, Mario Fritz
2024 A* conf
Stealthy Imitation: Reward-guided Environment-free Policy Stealing.
ICML
Zhixiong Zhuang, Maria-Irina Nicolae, Mario Fritz
2024 J jnl
Stealthy Imitation: Reward-guided Environment-free Policy Stealing.
CoRR
Zhixiong Zhuang, Maria-Irina Nicolae, Mario Fritz
2023 — conf
Revisiting Neural Program Smoothing for Fuzzing.
ESEC/SIGSOFT FSE
Maria-Irina Nicolae, Max Eisele, Andreas Zeller
2023 J jnl
Revisiting Neural Program Smoothing for Fuzzing.
CoRR
Maria-Irina Nicolae, Max Eisele, Andreas Zeller
2019 — ed.
ECML PKDD 2018 Workshops - Nemesis 2018, UrbReas 2018, SoGood 2018, IWAISe 2018, and Green Data Mining 2018, Dublin, Ireland, September 10-14, 2018, Proceedings
Nemesis/UrbReas/SoGood/IWAISe/GDM@PKDD/ECML
Carlos Alzate, Anna Monreale, Haytham Assem, Albert Bifet, Teodora Sandra Buda, Bora Caglayan, Brett Drury, Eva García-Martín, Ricard Gavaldà, Stefan Kramer, Niklas Lavesson, Michael Madden, Ian M. Molloy, Maria-Irina Nicolae, Mathieu Sinn
2018 J jnl
Adversarial Robustness Toolbox v0.2.2.
CoRR
Maria-Irina Nicolae, Mathieu Sinn, Tran Ngoc Minh, Ambrish Rawat, Martin Wistuba, Valentina Zantedeschi, Ian M. Molloy, Benjamin Edwards
2017 J jnl
Adversarial Phenomenon in the Eyes of Bayesian Deep Learning.
CoRR
Ambrish Rawat, Martin Wistuba, Maria-Irina Nicolae
2017 — conf
Efficient Defenses Against Adversarial Attacks.
AISec@CCS
Valentina Zantedeschi, Maria-Irina Nicolae, Ambrish Rawat
2017 J jnl
Efficient Defenses Against Adversarial Attacks.
CoRR
Valentina Zantedeschi, Maria-Irina Nicolae, Ambrish Rawat
2017 — conf
Extending Knowledge Bases Using Images.
AKBC@NIPS
Vincent P. A. Lonij, Ambrish Rawat, Maria-Irina Nicolae
2017 J jnl
Open-World Visual Recognition Using Knowledge Graphs.
CoRR
Vincent P. A. Lonij, Ambrish Rawat, Maria-Irina Nicolae
2016 — —
Learning similarities for linear classification: theoretical foundations and algorithms. (Apprentissage de similarités pour la classification linéaire: fondements théoriques et algorithmes).
Maria-Irina Nicolae
2016 J jnl
Similarity Learning for Time Series Classification.
CoRR
Maria-Irina Nicolae, Éric Gaussier, Amaury Habrard, Marc Sebban
2015 — conf
Algorithmic Robustness for Semi-Supervised (ε, γ, τ) -Good Metric Learning.
ICONIP (1)
Maria-Irina Nicolae, Marc Sebban, Amaury Habrard, Éric Gaussier, Massih-Reza Amini
2015 — conf
Algorithmic Robustness for Semi-Supervised (ε, γ, τ)-Good Metric Learning.
ICLR (Workshop)
Maria-Irina Nicolae, Marc Sebban, Amaury Habrard, Éric Gaussier, Massih-Reza Amini
2015 — conf
Joint Semi-supervised Similarity Learning for Linear Classification.
ECML/PKDD (1)
Maria-Irina Nicolae, Éric Gaussier, Amaury Habrard, Marc Sebban
2015 — ed.
Proceedings of the 1st International Workshop on Advanced Analytics and Learning on Temporal Data, AALTD 2015, co-located with The European Conference on Machine Learning and Principles and Practice of Knowledge Discovery in Databases (ECML PKDD 2015), Porto, Portugal, September 11, 2015.
AALTD@PKDD/ECML
Ahlame Douzal Chouakria, José A. Vilar Fernández, Pierre-François Marteau, Elizabeth Ann Maharaj, Andrés M. Alonso Fernández, Edoardo Otranto, Maria-Irina Nicolae