Skip to content

ftramer/Excessive-Invariance

Folders and files

NameName
Last commit message
Last commit date

Latest commit

 

History

9 Commits
 
 
 
 
 
 
 
 
 
 
 
 
 
 

Repository files navigation

Excessive-Invariance

Source code for the paper:

Fundamental Tradeoffs between Invariance and Sensitivity to Adversarial Perturbations
Florian Tramèr, Jens Behrmann, Nicholas Carlini, Nicolas Papernot and Jörn-Henrik Jacobsen
https://arxiv.org/abs/2002.04599

The Demo notebook shows how to load pre-computed invariance examples for the l0 and linf norms. The folders l0 and linf contain code for generating such invariance examples.

About

Source code for the paper "Exploiting Excessive Invariance caused by Norm-Bounded Adversarial Robustness"

Resources

License

Stars

Watchers

Forks

Releases

No releases published

Packages

No packages published