eth-sri / diffai

A certifiable defense against adversarial examples by training neural networks to be provably robust

Date Created 2018-07-08 (6 years ago)

Commits 46 (last one 3 years ago)

Stargazers 219 (0 this week)

Watchers 16 (0 this week)

Forks 26

License mit

Ranking

RepositoryStats indexes 595,856 repositories, of these eth-sri/diffai is ranked #169,595 (72nd percentile) for total stargazers, and #137,978 for total watchers. Github reports the primary language for this repository as Python, for repositories using this language it is ranked #30,078/119,431.

eth-sri/diffai is also tagged with popular topics, for these it's ranked: pytorch (#2,351/6025), neural-network (#475/1108), attack (#58/130)

Other Information

eth-sri/diffai has 1 open pull request on Github, 4 pull requests have been merged over the lifetime of the repository.

Github issues are enabled, there is 1 open issue and 6 closed issues.

There have been 2 releases, the latest one was published on 2019-04-01 (5 years ago) with the name DiffAI Version 3.

Homepage URL: https://arxiv.org/abs/1903.12519

All Topics

attack robust defense pytorch neural-network abstract-interpretation

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updated: 2024-12-17 @ 05:28pm, id: 140186504 / R_kgDOCFsTiA