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2205.09619
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Improving Robustness against Real-World and Worst-Case Distribution Shifts through Decision Region Quantification
19 May 2022
Leo Schwinn
Leon Bungert
A. Nguyen
René Raab
Falk Pulsmeyer
Doina Precup
Björn Eskofier
Dario Zanca
OOD
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Papers citing
"Improving Robustness against Real-World and Worst-Case Distribution Shifts through Decision Region Quantification"
3 / 3 papers shown
Title
Soft Prompt Threats: Attacking Safety Alignment and Unlearning in Open-Source LLMs through the Embedding Space
Leo Schwinn
David Dobre
Sophie Xhonneux
Gauthier Gidel
Stephan Gunnemann
AAML
31
36
0
14 Feb 2024
Raising the Bar for Certified Adversarial Robustness with Diffusion Models
Thomas Altstidl
David Dobre
Björn Eskofier
Gauthier Gidel
Leo Schwinn
DiffM
12
7
0
17 May 2023
RobustBench: a standardized adversarial robustness benchmark
Francesco Croce
Maksym Andriushchenko
Vikash Sehwag
Edoardo Debenedetti
Nicolas Flammarion
M. Chiang
Prateek Mittal
Matthias Hein
VLM
205
668
0
19 Oct 2020
1