E-LIB Suche - Ergebnisse für: Grosse, Kathrin

1

Rethinking data augmentation for adversarial robustness:

Eghbal-zadeh, Hamid ; Zellinger, Werner ; Pintor, Maura...
Information Sciences. 654 (2024) - p. 119838 , 2024

Link: https://doi.org/10.1016/..

2

Machine Learning Security Against Data Poisoning: Are We Th..:

Cinà, Antonio Emanuele ; Grosse, Kathrin ; Demontis, Ambra...
Computer. 57 (2024) 3 - p. 26-34 , 2024

Link: https://doi.org/10.1109/..

3

Machine Learning Security in Industry: A Quantitative Surve:

Grosse, Kathrin ; Bieringer, Lukas ; Besold, Tarek R...
IEEE Transactions on Information Forensics and Security. 18 (2023) - p. 1749-1762 , 2023

Link: https://doi.org/10.1109/..

4

Wild Patterns Reloaded: A Survey of Machine Learning Securi..:

Cinà, Antonio Emanuele ; Grosse, Kathrin ; Demontis, Ambra...
ACM Computing Surveys. 55 (2023) 13s - p. 1-39 , 2023

Link: https://doi.org/10.1145/..

5

Backdoor smoothing: Demystifying backdoor attacks on deep n..:

Grosse, Kathrin ; Lee, Taesung ; Biggio, Battista...
Computers & Security. 120 (2022) - p. 102814 , 2022

Link: https://doi.org/10.1016/..

6

Adversarial vulnerability bounds for Gaussian process class..:

Smith, Michael Thomas ; Grosse, Kathrin ; Backes, Michael.
Machine Learning. 112 (2022) 3 - p. 971-1009 , 2022

Link: https://doi.org/10.1007/..

7

MLCapsule: Guarded Offline Deployment of Machine Learning a..:

, In: 2021 IEEE/CVF Conference on Computer Vision and Pattern Recognition Workshops (CVPRW),

Hanzlik, Lucjan ; Zhang, Yang ; Grosse, Kathrin... - p. 3295-3304 , 2021

Link: https://doi.org/10.1109/..

8

Why is Machine Learning Security so hard?:

Grosse, Kathrin , 2020

Link: https://nbn-resolving.de..

9

On the Security Relevance of Initial Weights in Deep Neural..:

, In: Artificial Neural Networks and Machine Learning – ICANN 2020; Lecture Notes in Computer Science,

Grosse, Kathrin ; Trost, Thomas A. ; Mosbach, Marius.. - p. 3-14 , 2020

Link: https://doi.org/10.1007/..

10

Propanmissbrauch:

Grosse, Kathrin ; Grosse, J.
Der Nervenarzt. 71 (2000) 1 - p. 50-53 , 2000

Link: https://doi.org/10.1007/..

11

Voices from the Frontline: Revealing the AI Practitioners' ..:

Koh, Fiona ; Grosse, Kathrin ; Apruzzese, Giovanni
Proceedings of the 57th Hawaii International Conference on System Sciences. , 2024

Link: https://hdl.handle.net/1..

12

Rethinking data augmentation for adversarial robustness:

Eghbal-zadeh, Hamid ; Zellinger, Werner ; Pintor, Maura...
volume:654. , 2024

Link: https://hdl.handle.net/1..

13

Towards more Practical Threat Models in Artificial Intellig..:

Grosse, Kathrin ; Bieringer, Lukas ; Besold, Tarek Richard.
http://arxiv.org/abs/2311.09994. , 2023

Link: http://arxiv.org/abs/231..

14

Manipulating Trajectory Prediction with Backdoors:

Messaoud, Kaouther ; Grosse, Kathrin ; Chen, Mickael...
http://arxiv.org/abs/2312.13863. , 2023

Link: http://arxiv.org/abs/231..

15

A Survey on Reinforcement Learning Security with Applicatio..:

Demontis, Ambra ; Pintor, Maura ; Demetrio, Luca...
http://arxiv.org/abs/2212.06123. , 2022

Link: http://arxiv.org/abs/221..