poloclub / jpeg-defense

SHIELD: Fast, Practical Defense and Vaccination for Deep Learning using JPEG Compression

Date Created 2018-02-05 (6 years ago)

Commits 63 (last one 5 years ago)

Stargazers 81 (0 this week)

Watchers 34 (0 this week)

Forks 8

License mit

Ranking

RepositoryStats indexes 534,669 repositories, of these poloclub/jpeg-defense is ranked #313,293 (41st percentile) for total stargazers, and #62,793 for total watchers. Github reports the primary language for this repository as Python, for repositories using this language it is ranked #57,086/103,537.

poloclub/jpeg-defense is also tagged with popular topics, for these it's ranked: deep-learning (#5,272/7828), security (#2,762/3753), tensorflow (#1,578/2166), paper (#308/411), attack (#93/115)

Other Information

poloclub/jpeg-defense has 2 open pull requests on Github, 1 pull request has been merged over the lifetime of the repository.

Github issues are enabled, there is 1 open issue and 3 closed issues.

Homepage URL: https://poloclub.github.io/jpeg-defense/

All Topics

dnn fgsm intel paper attack i-fgsm shield defense deepfool security tensorflow video-demo vaccination georgia-tech deep-learning carlini-wagner imagenet-dataset jpeg-compression adversarial-machine-learning

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updated: 2024-06-20 @ 01:38pm, id: 120345934 / R_kgDOByxVTg