huanzhang12 / CROWN-IBP

Certified defense to adversarial examples using CROWN and IBP. Also includes GPU implementation of CROWN verification algorithm (in PyTorch).

Date Created 2019-06-05 (5 years ago)

Commits 12 (last one 3 years ago)

Stargazers 93 (0 this week)

Watchers 10 (0 this week)

Forks 14

License bsd-2-clause

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RepositoryStats indexes 579,555 repositories, of these huanzhang12/CROWN-IBP is ranked #302,873 (48th percentile) for total stargazers, and #205,697 for total watchers. Github reports the primary language for this repository as Python, for repositories using this language it is ranked #56,075/115,123.

Other Information

huanzhang12/CROWN-IBP has 1 open pull request on Github, 0 pull requests have been merged over the lifetime of the repository.

Github issues are enabled, there are 4 open issues and 2 closed issues.

Homepage URL: https://openreview.net/pdf?id=Skxuk1rFwB

All Topics

crown-ibp ibp-bounds robustness crown-bounds verified-errors adversarial-defense adversarial-examples robustness-verification adversarial-machine-learning

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updated: 2024-10-23 @ 01:09pm, id: 190335802 / R_kgDOC1hLOg