JOSS: https://github.com/bethgelab/foolbox
adversarial-attacks adversarial-examples jax keras machine-learning python pytorch tensorflow
Score: 21.133641203314003
Last synced: about 4 hours ago
JSON representation
Repository metadata:
A Python toolbox to create adversarial examples that fool neural networks in PyTorch, TensorFlow, and JAX
- Host: GitHub
- URL: https://github.com/bethgelab/foolbox
- Owner: bethgelab
- License: mit
- Created: 2017-06-14T13:05:48.000Z (about 9 years ago)
- Default Branch: master
- Last Pushed: 2025-12-03T08:37:14.000Z (7 months ago)
- Last Synced: 2026-06-12T18:07:19.948Z (10 days ago)
- Topics: adversarial-attacks, adversarial-examples, jax, keras, machine-learning, python, pytorch, tensorflow
- Language: Python
- Homepage: https://foolbox.jonasrauber.de
- Size: 10.7 MB
- Stars: 2,966
- Watchers: 40
- Forks: 438
- Open Issues: 29
-
Metadata Files:
- Readme: README.rst
- Funding: .github/FUNDING.yml
- License: LICENSE
-
Funding:
- Custom: paypal.me/jonasrauber
Owner metadata:
- Name: Bethge Lab
- Login: bethgelab
- Email:
- Kind: organization
- Description: Perceiving Neural Networks
- Website: http://bethgelab.org
- Location: Tübingen
- Twitter:
- Company:
- Icon url: https://avatars.githubusercontent.com/u/7590370?v=4
- Repositories: 23
- Last Synced at: 2023-03-04T18:54:30.310Z
- Profile URL: https://github.com/bethgelab
GitHub Events
Total
- Fork event: 16
- Issue comment event: 1
- Issues event: 2
- Pull request event: 2
- Watch event: 170
- Total: 191
Last Year
- Fork event: 2
- Issue comment event: 1
- Watch event: 42
- Total: 45
Committers metadata
Last synced: 2 days ago
Total Commits: 1,437
Total Committers: 35
Avg Commits per committer: 41.057
Development Distribution Score (DDS): 0.364
Commits in past year: 0
Committers in past year: 0
Avg Commits per committer in past year: 0.0
Development Distribution Score (DDS) in past year: 0.0
| Name | Commits | |
|---|---|---|
| Jonas Rauber | g****t@j****e | 914 |
| FlashTek | r****n@g****m | 199 |
| Jonas Rauber | j****r | 110 |
| Wieland Brendel | w****l | 57 |
| Behar Veliqi | b****r@v****e | 41 |
| Evgenia Rusak | r****k@f****e | 28 |
| Jianbo Chen | j****n@b****u | 15 |
| renebidart | r****t@g****m | 11 |
| dependabot[bot] | 4****] | 8 |
| Jerome Rony | j****1@e****t | 7 |
| maurapintor | m****r@g****m | 7 |
| Ben Feinstein | f****n@g****m | 5 |
| Eric Meissner | e****s@a****m | 4 |
| LarsHoldijk | l****k@g****m | 4 |
| lukas.schott | l****t@g****m | 3 |
| Carl Johann Simon-Gabriel | c****n@t****e | 2 |
| Apostolos Modas | a****s@e****h | 2 |
| Roland Zimmermann | F****k | 2 |
| yaoshiang | y****g@g****m | 2 |
| yqtianust | 4****t | 1 |
| wfleshman | w****n@g****m | 1 |
| Wieland Brendel | w****d@W****x | 1 |
| lcycode | 4****e | 1 |
| atomextranova | a****a@g****m | 1 |
| Yiping | Y****n | 1 |
| Xuefei Ning | f****e@g****m | 1 |
| Will Greedy | w****5@s****k | 1 |
| Weiguang (Gavin) Ding | g****g | 1 |
| Luca Demetrio | l****o@o****t | 1 |
| Jan Zikes | z****0@g****m | 1 |
| and 5 more... | ||
Issue and Pull Request metadata
Last synced: about 2 months ago
Total issues: 77
Total pull requests: 73
Average time to close issues: 12 months
Average time to close pull requests: 3 months
Total issue authors: 68
Total pull request authors: 11
Average comments per issue: 2.92
Average comments per pull request: 1.22
Merged pull request: 49
Bot issues: 0
Bot pull requests: 13
Past year issues: 0
Past year pull requests: 0
Past year average time to close issues: N/A
Past year average time to close pull requests: N/A
Past year issue authors: 0
Past year pull request authors: 0
Past year average comments per issue: 0
Past year average comments per pull request: 0
Past year merged pull request: 0
Past year bot issues: 0
Past year bot pull requests: 0
Top Issue Authors
- Changgun-Choi (3)
- John-Chin (3)
- jS5t3r (2)
- volmodaoist (2)
- pgg3 (2)
- pratyushmaini (2)
- zimmerrol (2)
- giangnguyen2412 (1)
- jangop (1)
- skat00sh (1)
- KarthikGanesan88 (1)
- scantaio (1)
- Buhua-Liu (1)
- ck-amrahd (1)
- Rivendellad (1)
Top Pull Request Authors
- zimmerrol (46)
- dependabot[bot] (13)
- Srong1080p (2)
- lcycode (2)
- SerezD (2)
- p-chaurand (2)
- Mole1424 (2)
- jonasrauber (1)
- zhuangzi926 (1)
- wielandbrendel (1)
- RobinTher (1)
Top Issue Labels
- question (18)
- feature request (6)
- bug (4)
- enhancement (4)
- contributions welcome (4)
- waiting for reply (4)
- help wanted (1)
Top Pull Request Labels
- dependencies (13)
- enhancement (1)
Package metadata
- Total packages: 3
-
Total downloads:
- pypi: 13,827 last-month
- Total docker downloads: 405
- Total dependent packages: 4 (may contain duplicates)
- Total dependent repositories: 132 (may contain duplicates)
- Total versions: 126
- Total maintainers: 2
pypi.org: foolbox
Foolbox is an adversarial attacks library that works natively with PyTorch, TensorFlow and JAX
- Homepage: https://github.com/bethgelab/foolbox
- Documentation: https://foolbox.readthedocs.io/
- Licenses: MIT License
- Latest release: 3.3.4 (published over 2 years ago)
- Last Synced: 2026-06-20T22:01:39.626Z (2 days ago)
- Versions: 71
- Dependent Packages: 3
- Dependent Repositories: 132
- Downloads: 13,827 Last month
- Docker Downloads: 405
-
Rankings:
- Dependent repos count: 1.309%
- Stargazers count: 1.443%
- Docker downloads count: 1.81%
- Forks count: 2.634%
- Average: 2.662%
- Dependent packages count: 3.165%
- Downloads: 5.608%
- Maintainers (2)
proxy.golang.org: github.com/bethgelab/foolbox
- Homepage:
- Documentation: https://pkg.go.dev/github.com/bethgelab/foolbox#section-documentation
- Licenses: mit
- Latest release: v3.3.4+incompatible (published over 2 years ago)
- Last Synced: 2026-06-20T22:01:41.816Z (2 days ago)
- Versions: 50
- Dependent Packages: 0
- Dependent Repositories: 0
-
Rankings:
- Dependent packages count: 5.449%
- Average: 5.632%
- Dependent repos count: 5.815%
conda-forge.org: foolbox
Foolbox is a Python library that let's you easily run adversarial attacks against machine learning models like deep neural networks. It is built on top of EagerPy and works natively with models in PyTorch, TensorFlow, JAX, and NumPy.
- Homepage: https://foolbox.jonasrauber.de/
- Licenses: MIT
- Latest release: 3.3.1 (published over 5 years ago)
- Last Synced: 2026-04-01T03:21:19.613Z (3 months ago)
- Versions: 5
- Dependent Packages: 1
- Dependent Repositories: 0
-
Rankings:
- Forks count: 7.392%
- Stargazers count: 7.517%
- Average: 19.438%
- Dependent packages count: 28.82%
- Dependent repos count: 34.025%
Dependencies
- sphinx ==4.5.0
- sphinx-autobuild ==2021.3.14
- sphinx-typlog-theme ==0.8.0
- sphinx_rtd_theme ==1.0.0
- black ==22.3.0
- codecov ==2.1.12
- coverage ==6.3.2
- coveralls ==3.3.1
- flake8 ==4.0.1
- mypy ==0.942
- pre-commit ==2.17.0
- pytest ==7.1.1
- pytest-cov ==3.0.0
- GitPython >=3.0.7
- eagerpy >=0.30.0
- numpy *
- requests >=2.24.0
- scipy *
- setuptools *
- typing-extensions >=3.7.4.1
- jax ==0.2.17 test
- matplotlib ==3.5.1 test
- numba ==0.55.1 test
- pillow ==9.0.1 test
- responses ==0.10.9 test
- tensorboardX ==2.0 test
- tensorflow ==2.6.4 test
- torch ==1.10.1 test
- torchvision ==0.11.2 test
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- actions/setup-python v1 composite
- actions/checkout v2 composite
- actions/checkout v1 composite
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- actions/cache v1 composite
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