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Adversarial Robustness in Machine Learning Sign in to save
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Papers 64
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Adversarial attacks and adversarial robustness in computational pathology2022 Nature Communications article Computer Science Adversarial Robustness in Machine Learning Open access
Narmin Ghaffari Laleh, Daniel Truhn, Gregory Patrick Veldhuizen, Tianyu Han, Marko van Treeck, Roman David Buelow, +5 more
115citations -
Medical large language models are susceptible to targeted misinformation attacks2024 npj Digital Medicine article Computer Science Adversarial Robustness in Machine Learning Open access
Tianyu Han, Sven Nebelung, Firas Khader, Tianci Wang, Gustav Anton Müller‐Franzes, Christiane Katharina Kuhl, +6 more
60citations -
Prompt injection attacks on vision language models in oncology2025 Nature Communications article Computer Science Adversarial Robustness in Machine Learning Open access
Jan Clusmann, Dyke Ferber, Isabella C. Wiest, Carolin Victoria Schneider, Titus Josef Brinker, Sebastian Foersch, +2 more
58citations -
Structack: Structure-based Adversarial Attacks on Graph Neural Networks2021 ACM Conference on Hypertext and Social Media (HT) conference-paper Computer Science Adversarial Robustness in Machine Learning Open access
Hussain Hussain, Tomislav Đuričić, Elisabeth Lex, Denis Helić, Markus Strohmaier, Roman Kern
16citations -
Adversarial attacks and adversarial robustness in computational pathology2022 bioRxiv (Cold Spring Harbor Laboratory) preprint Computer Science Adversarial Robustness in Machine Learning Open access
Narmin Ghaffari Laleh, Daniel Truhn, Gregory Patrick Veldhuizen, Tianyu Han, Marko van Treeck, Roman David Buelow, +5 more
14citations -
Prompt Injection Attacks on Large Language Models in Oncology2024 arXiv (Cornell University) preprint Computer Science Adversarial Robustness in Machine Learning Open access
Jan Clusmann, Dyke Ferber, Isabella C. Wiest, Carolin Victoria Schneider, Titus Josef Brinker, Sebastian Foersch, +2 more
5citations -
COOD: Combined out-of-distribution detection using multiple measures for anomaly & novel class detection in large-scale hierarchical classification2024 IEEE/CVF Conference on Computer Vision and Pattern Recognition Workshops (CVPRW) conference-paper Computer Science Adversarial Robustness in Machine Learning Open access
Laurens Hogeweg, Rajesh Gangireddy, Django Brunink, Vincent J. Kalkman, L. J. Cornelissen, Jacob W. Kamminga
5citations -
OCCUQ: Exploring Efficient Uncertainty Quantification for 3D Occupancy Prediction2025 Proceedings - IEEE International Conference on Robotics and Automation/Proceedings conference-paper Computer Science Adversarial Robustness in Machine Learning Open access
Severin Heidrich, Till Beemelmanns, Bastian Leibe, Lutz Eckstein
3citations
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