Intelligent Systems

Local Convolutions Cause an Implicit Bias towards High Frequency Adversarial Examples

2020

Article

robustml


Author(s): Ortega Caro, Josue and Ju, Yilong and Pyle, Ryan and Dey, Sourav and Brendel, Wieland and Anselmi, Fabio and Patel, Ankit
Journal: arXiv e-prints
Pages: arXiv--2006
Year: 2020

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

BibTex

@article{escidoc:3396046,
  title = {Local Convolutions Cause an Implicit Bias towards High Frequency Adversarial Examples},
  author = {Ortega Caro, Josue and Ju, Yilong and Pyle, Ryan and Dey, Sourav and Brendel, Wieland and Anselmi, Fabio and Patel, Ankit},
  journal = {arXiv e-prints},
  pages = {arXiv--2006},
  year = {2020},
  doi = {}
}