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 92 (0 this week)

Watchers 9 (0 this week)

Forks 14

License bsd-2-clause

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RepositoryStats indexes 628,089 repositories, of these huanzhang12/CROWN-IBP is ranked #322,943 (49th percentile) for total stargazers, and #217,180 for total watchers. Github reports the primary language for this repository as Python, for repositories using this language it is ranked #61,273/127,953.

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: 2025-03-07 @ 12:04pm, id: 190335802 / R_kgDOC1hLOg