On the Impact of Hard Adversarial Instances on Overfitting in
Adversarial Training

On the Impact of Hard Adversarial Instances on Overfitting in Adversarial Training

14 December 2021

Mathieu Salzmann

Tong Zhang

Sabine Süsstrunk

Papers citing "On the Impact of Hard Adversarial Instances on Overfitting in Adversarial Training"

4 / 4 papers shown

Title
Benign Overfitting in Adversarially Robust Linear Classification Jinghui Chen Yuan Cao Quanquan Gu AAML SILM 13 10 0 31 Dec 2021
RobustBench: a standardized adversarial robustness benchmark Francesco Croce Maksym Andriushchenko Vikash Sehwag Edoardo Debenedetti Nicolas Flammarion M. Chiang Prateek Mittal Matthias Hein VLM 213 668 0 19 Oct 2020
Instance adaptive adversarial training: Improved accuracy tradeoffs in neural nets Yogesh Balaji Tom Goldstein Judy Hoffman AAML 124 100 0 17 Oct 2019
Adversarial examples in the physical world Alexey Kurakin Ian Goodfellow Samy Bengio SILM AAML 250 5,813 0 08 Jul 2016