Open AccessUnderstanding Catastrophic Overfitting in Single-step Adversarial Training
Author(s) -
Hoki Kim,
Woojin Lee,
JaeWook Lee
Publication year - 2021
Publication title -
proceedings of the ... aaai conference on artificial intelligence
Language(s) - Uncategorized
Resource type - Journals
eISSN - 2374-3468
pISSN - 2159-5399
DOI - 10.1609/aaai.v35i9.16989
Subject(s) - overfitting , adversarial system , computer science , artificial intelligence , robustness (evolution) , gradient descent , training (meteorology) , machine learning , algorithm , mathematical optimization , mathematics , artificial neural network , geography , biochemistry , chemistry , meteorology , gene