Intelligent Systems

Local convolutions cause an implicit bias towards high frequency adversarial examples

2020

Article

robustml


Author(s): Caro, Josue Ortega and Ju, Yilong and Pyle, Ryan and Dey, Sourav and Brendel, Wieland and Anselmi, Fabio and Patel, Ankit
Journal: arXiv preprint arXiv:2006.11440
Year: 2020

Department(s): Robust Machine Learning
Bibtex Type: Article (article)

BibTex

@article{escidoc:3396047,
  title = {Local convolutions cause an implicit bias towards high frequency adversarial examples},
  author = {Caro, Josue Ortega and Ju, Yilong and Pyle, Ryan and Dey, Sourav and Brendel, Wieland and Anselmi, Fabio and Patel, Ankit},
  journal = {arXiv preprint arXiv:2006.11440},
  year = {2020},
  doi = {}
}