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Adversarial Robustness in Machine Learning Sign in to save
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Papers 64
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Medical Foundation Models are Susceptible to Targeted Misinformation Attacks2023 arXiv (Cornell University) preprint Computer Science Adversarial Robustness in Machine Learning Open access
Sven Nebelung, Firas Khader, Tianci Wang, Gustav Mueller-Franzes, Christiane Katharina Kuhl, Sebastian Försch, +5 more
2citations -
COOD: Combined out-of-distribution detection using multiple measures for anomaly & novel class detection in large-scale hierarchical classification2024 arXiv (Cornell University) preprint Computer Science Adversarial Robustness in Machine Learning Open access
Laurens Hogeweg, Rajesh Gangireddy, Django Brunink, Vincent J. Kalkman, L. J. Cornelissen, Jacob W. Kamminga
2citations -
Enforcing Fundamental Relations via Adversarial Attacks on Input Parameter Correlations2025 arXiv (Cornell University) preprint Computer Science Adversarial Robustness in Machine Learning Open access
Timo Saala, Lucie Flek, Alexander Jung, Akbar Karimi, Alexander G. Schmidt, M. Schott, +2 more
0citations -
R-MTLLMF: Resilient Multi-Task Large Language Model Fusion at the Wireless Edge2025 International Conference on Communications conference-paper Computer Science Adversarial Robustness in Machine Learning Open access
Aladin Djuhera, Vlad C. Andrei, Mohsen Pourghasemian, Haris Gacanin, Holger Boche, Walid Saad
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, Akbar Karimi, Timo Saala, Alexander G. Schmidt, M. Schott, Philipp Soldin, +1 more
0citations -
MiniFool: Physics-Constraint-Aware Minimizer-Based Adversarial Attacks in Deep Neural Networks2026 The European Physical Journal C article Computer Science Adversarial Robustness in Machine Learning Open access
Lucie Flek, Oliver Janik, Akbar Karimi, Timo Saala, Alexander G. Schmidt, M. Schott, +4 more
0citations -
MiniFool — Physics-Constraint-Aware Minimizer-Based Adversarial Attacks in Deep Neural Networks2025 Research Square preprint Computer Science Adversarial Robustness in Machine Learning Open access
Lucie Flek, Oliver Janik, Akbar Karimi, Timo Saala, Alexander G. Schmidt, M. Schott, +4 more
0citations
Most active Aachen authors
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Holger H. Hoos 29,243 citations overall11 papers
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Jan N. van Rijn 3,061 citations overall10 papers
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Daniel Truhn 8,718 citations overall7 papers
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Philipp Soldin 959 citations overall6 papers
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Christopher H. Wiebusch 41,197 citations overall5 papers
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Annelot W. Bosman 5 citations overall5 papers
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Alexander SCHMIDT 75,647 citations overall3 papers
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Joost-Pieter Katoen 20,330 citations overall3 papers
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Joost Visser 5,721 citations overall3 papers
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Carolin Victoria Schneider 3,130 citations overall3 papers
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Tianyu Han 1,579 citations overall3 papers
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Jan Clusmann 1,536 citations overall3 papers
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Alexander G. Schmidt 71 citations overall3 papers
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Xaver Fink 8 citations overall3 papers
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Christiane Katharina Kuhl 30,018 citations overall2 papers