Translational symmetry in convolutions with localized kernels causes an implicit bias toward high frequency adversarial examples

Author:

Caro, Josue O.; Ju, Yilong; Pyle, Ryan; Dey, Sourav; Brendel, Wieland; Anselmi, Fabio; Patel, Ankit B.

Tübinger Autor(en):

Published in:

Frontiers in Computational Neuroscience (2024), Bd. 18, Article 1387077

Verlagsangabe:

Lausanne : Frontiers Media Sa

Language:

English

Full text:

ISSN:

1662-5188

DDC Classifikation:

600 - Technology
610 - Medicine and health
570 - Life sciences; biology

Dokumentart:

Article

This item appears in the following Collection(s)