Publications by Jonas Rauber

Unpublished Papers


L. Schott, J. Rauber, W. Brendel, and M. Bethge
Robust Perception through Analysis by Synthesis
2018
URL, BibTex
R. Geirhos, D. H. J. Janssen, H. H. Schütt, J. Rauber, M. Bethge, and F. A. Wichmann
Comparing deep neural networks against humans: object recognition when the signal gets weaker
arXiv, 170606969, 2017
Code, URL, BibTex

Conference Papers


W. Brendel, J. Rauber, and M. Bethge
Decision-Based Adversarial Attacks: Reliable Attacks Against Black-Box Machine Learning Models
International Conference on Learning Representations, 2018
#adversarial attacks, #adversarial examples, #adversarials
Code, URL, OpenReview, BibTex
J. Rauber, W. Brendel, and M. Bethge
Foolbox: A Python toolbox to benchmark the robustness of machine learning models
Reliable Machine Learning in the Wild Workshop, 34th International Conference on Machine Learning, 2017
#adversarial attacks, #adversarial examples, #adversarials
Code, URL, BibTex
University of Tuebingen BCCN CIN MPI