Topics › Physical Sciences › Computer Science › Artificial Intelligence
Adversarial Robustness in Machine Learning Sign in to save
Papers per year
Papers 64
Open in paper search →-
Empirical Analysis of Upper Bounds for Robustness Distributions Using Adversarial Attacks2026 Lecture notes in computer science conference-paper Computer Science Adversarial Robustness in Machine Learning
Aaron Berger, Nils Eberhardt, Annelot W. Bosman, Henning Duwe, Holger H. Hoos, Jan N. van Rijn
0citations -
Vision Also You Need: Navigating Out-of-Distribution Detection with Multimodal Large Language Model2026 arXiv (Cornell University) preprint Computer Science Adversarial Robustness in Machine Learning Open access
Haoran Xu, Yanlin Liu, Zizhao Tong, Jiaze Li, Kexue Fu, Yuyang Zhang, +5 more
0citations -
Shapes are not enough: CONSERVAttack and its use for finding vulnerabilities and uncertainties in machine learning applications2026 arXiv (Cornell University) preprint Computer Science Adversarial Robustness in Machine Learning Open access
P. Bechtle, Lucie Flek, A. Jung, Akbar Karimi, Timo Saala, Alexander Schmidt, +4 more
0citations -
Enforcing Fundamental Relations via Adversarial Attacks on Input Parameter Correlations2025 Computing and Software for Big Science article Computer Science Adversarial Robustness in Machine Learning Open access
Lucie Flek, A. Jung, Akbar Karimi, Timo Saala, Alexander SCHMIDT, Matthias Schott, +2 more
0citations -
Adversarial Robustness of Time-Series Classification for Crystal Collimator Alignment2026 CERN Document Server (European Organization for Nuclear Research) article Computer Science Adversarial Robustness in Machine Learning Open access
Xaver Fink, Borja Fernández Adiego, Daniele Mirarchi, Eloise Matheson, Álvaro García González, Gianmarco Ricci, +1 more
0citations -
Adversarial Robustness of Time-Series Classification for Crystal Collimator Alignment2026 arXiv (Cornell University) preprint Computer Science Adversarial Robustness in Machine Learning Open access
Xaver Fink, Borja Fernández Adiego, Daniele Mirarchi, Eloise Matheson, Álvaro García González, Gianmarco Ricci, +1 more
0citations -
Adversarial Robustness of Time-Series Classification for Crystal Collimator Alignment2026 Lecture notes in computer science conference-paper Computer Science Adversarial Robustness in Machine Learning
Xaver Fink, Borja Fernández Adiego, Daniele Mirarchi, Eloise Matheson, Álvaro García Gonzáles, Gianmarco Ricci, +1 more
0citations
Most active Aachen authors
-
Holger H. Hoos 29,243 citations overall11 papers
-
Jan N. van Rijn 3,061 citations overall10 papers
-
Daniel Truhn 8,718 citations overall7 papers
-
Philipp Soldin 959 citations overall6 papers
-
Christopher H. Wiebusch 41,197 citations overall5 papers
-
Annelot W. Bosman 5 citations overall5 papers
-
Alexander SCHMIDT 75,647 citations overall3 papers
-
Joost-Pieter Katoen 20,330 citations overall3 papers
-
Joost Visser 5,721 citations overall3 papers
-
Carolin Victoria Schneider 3,130 citations overall3 papers
-
Tianyu Han 1,579 citations overall3 papers
-
Jan Clusmann 1,536 citations overall3 papers
-
Alexander G. Schmidt 71 citations overall3 papers
-
Xaver Fink 8 citations overall3 papers
-
Christiane Katharina Kuhl 30,018 citations overall2 papers