https://github.com/Trusted-AI/adversarial-robustness-toolbox Skip to content Sign up * Why GitHub? + Features + Mobile + Actions + Codespaces + Packages + Security + Code review + Issues + Integrations + GitHub Sponsors + Customer stories * Team * Enterprise * Explore + Explore GitHub + Learn and contribute + Topics + Collections + Trending + Learning Lab + Open source guides + Connect with others + The ReadME Project + Events + Community forum + GitHub Education + GitHub Stars program * Marketplace * Pricing + Plans + Compare plans + Contact Sales + Education [ ] * # In this repository All GitHub | Jump to | * No suggested jump to results * # In this repository All GitHub | Jump to | * # In this organization All GitHub | Jump to | * # In this repository All GitHub | Jump to | Sign in Sign up {{ message }} Trusted-AI / adversarial-robustness-toolbox Public * Notifications * Fork 753 * Star 2.7k * Adversarial Robustness Toolbox (ART) - Python Library for Machine Learning Security - Evasion, Poisoning, Extraction, Inference - Red and Blue Teams adversarial-robustness-toolbox.readthedocs.io/en/latest/ MIT License 2.7k stars 753 forks Star Notifications * Code * Issues 64 * Pull requests 5 * Discussions * Actions * Projects 3 * Wiki * Security * Insights More * Code * Issues * Pull requests * Discussions * Actions * Projects * Wiki * Security * Insights main Switch branches/tags [ ] Branches Tags Could not load branches Nothing to show {{ refName }} default View all branches Could not load tags Nothing to show {{ refName }} default View all tags 11 branches 39 tags Code Latest commit @beat-buesser beat-buesser Bump version to ART 1.9.0 ... 73c734d Dec 18, 2021 Bump version to ART 1.9.0 Signed-off-by: Beat Buesser 73c734d Git stats * 9,350 commits Files Permalink Failed to load latest commit information. Type Name Latest commit message Commit time .github Merge remote-tracking branch 'origin/main' into dev_1.9.0 Dec 18, 2021 art Bump version to ART 1.9.0 Dec 18, 2021 contrib Move patched Lingvo decoder Aug 10, 2021 docs Bump version to ART 1.9.0 Dec 18, 2021 examples Style fixes and exceptions Nov 9, 2021 notebooks remove tensorboard argument fro m the attack class Dec 15, 2021 tests Merge branch 'dev_1.9.0' into dev_jax_estimator Dec 16, 2021 utils Update component.yaml to kfp v2 sdk Aug 11, 2021 .coveragerc Exclude TYPE_CHECKING from coverage Aug 4, 2021 .dockerIgnore added an empty line to .dockerIgnore Aug 19, 2020 .gitattributes Update .gitattributes Nov 4, 2019 .gitignore Fix typos Jun 11, 2021 .lgtm.yml Fix LGTM warnings Jun 10, 2020 .pylintrc Updates for pylint Apr 10, 2021 AUTHORS Merge branch 'dev_1.7.0' into pytorch_espresso Jun 12, 2021 CODE_OF_CONDUCT.md Update docs Nov 28, 2020 CONTRIBUTING.md Update CONTRIBUTING.md Sep 7, 2021 Dockerfile Update CI Sep 6, 2021 LICENSE Update copyright message in licence texts and add AUTHORS file May 5, 2020 MAINTAINERS.md Add maintainers file Nov 4, 2019 MANIFEST.in Update MANIFEST.in May 20, 2019 Makefile Update comments Nov 29, 2020 PULL_REQUEST_TEMPLATE.md Update pull request template Aug 14, 2020 README-cn.md Bump version to ART 1.9.0 Dec 18, 2021 README.md Bump version to ART 1.9.0 Dec 18, 2021 SECURITY.md Create Security.md Sep 7, 2021 codecov.yml Updates for coverage Oct 3, 2021 conftest.py Merge branch 'dev_1.9.0' into development_maintenance_190 Dec 17, 2021 pyproject.toml Address PR comments Jun 12, 2020 readthedocs.yml Fix docs build Jun 15, 2020 requirements_test.txt Merge remote-tracking branch 'origin/main' into dev_1.9.0 Dec 18, 2021 run_tests.sh Merge remote-tracking branch 'origin/dev_1.9.0' into development_issu... Dec 9, 2021 setup.cfg Update run_tests.sh Aug 4, 2021 setup.py Update setup.py Oct 13, 2021 View code Adversarial Robustness Toolbox (ART) v1.9 Adversarial Threats ART for Red and Blue Teams (selection) Learn more Acknowledgment README.md Adversarial Robustness Toolbox (ART) v1.9 [art_lfai] Continuous Integration CodeQL Documentation Status PyPI Language grade: Python Total alerts codecov Code style: black License: MIT PyPI - Python Version slack-img Downloads Downloads CII Best Practices Zhong Wen READMEQing An Ci Chu Adversarial Robustness Toolbox (ART) is a Python library for Machine Learning Security. ART provides tools that enable developers and researchers to defend and evaluate Machine Learning models and applications against the adversarial threats of Evasion, Poisoning, Extraction, and Inference. ART supports all popular machine learning frameworks (TensorFlow, Keras, PyTorch, MXNet, scikit-learn, XGBoost, LightGBM, CatBoost, GPy, etc.), all data types (images, tables, audio, video, etc.) and machine learning tasks (classification, object detection, speech recognition, generation, certification, etc.). Adversarial Threats [adversarial_threats_attacker] [adversarial_threats_art] ART for Red and Blue Teams (selection) [white_hat_blue_red] Learn more Get Started Documentation Contributing - Attacks - Slack, Invitation - Installation - Defences - Contributing - Examples - Estimators - Roadmap - Notebooks - Metrics - Citing - Technical Documentation The library is under continuous development. Feedback, bug reports and contributions are very welcome! Acknowledgment This material is partially based upon work supported by the Defense Advanced Research Projects Agency (DARPA) under Contract No. HR001120C0013. Any opinions, findings and conclusions or recommendations expressed in this material are those of the author(s) and do not necessarily reflect the views of the Defense Advanced Research Projects Agency (DARPA). About Adversarial Robustness Toolbox (ART) - Python Library for Machine Learning Security - Evasion, Poisoning, Extraction, Inference - Red and Blue Teams adversarial-robustness-toolbox.readthedocs.io/en/latest/ Topics python privacy ai attack extraction inference artificial-intelligence evasion red-team poisoning adversarial-machine-learning blue-team adversarial-examples adversarial-attacks trusted-ai trustworthy-ai Resources Readme License MIT License Code of conduct Code of conduct Stars 2.7k stars Watchers 83 watching Forks 753 forks Releases 36 ART 1.9.0 Latest Dec 18, 2021 + 35 releases Packages 0 No packages published Used by 168 * @jan-kreischer * @NegaNexus * @sumacm * @yamizi * @meadsubmission * @soarsmu * @majacQ * @IMAGR-LTD + 160 Contributors 75 * * * * * * * * * * * + 64 contributors Languages * Python 99.5% * Other 0.5% * (c) 2021 GitHub, Inc. * Terms * Privacy * Security * Status * Docs * Contact GitHub * Pricing * API * Training * Blog * About You can't perform that action at this time. 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