Open AccessLarge Norms of CNN Layers Do Not Hurt Adversarial Robustness
Author(s) -
Youwei Liang,
Dong Huang
Publication year - 2021
Publication title -
proceedings of the ... aaai conference on artificial intelligence
Language(s) - English
Resource type - Journals
eISSN - 2374-3468
pISSN - 2159-5399
DOI - 10.1609/aaai.v35i10.17039
Subject(s) - lipschitz continuity , robustness (evolution) , norm (philosophy) , adversarial system , computer science , convolutional neural network , singular value , mathematics , artificial intelligence , pure mathematics , physics , biochemistry , chemistry , eigenvalues and eigenvectors , quantum mechanics , political science , law , gene