feat: New Robustness Regression Attacker: Ridge Poissoner #241
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crismunoz
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Oct 31, 2024
crismunoz
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crismunoz
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* chore: update files for new gitflow (#227) * chore: update files for new-release * chore: update files for new gitflow * chore: update readme (#229) * docs: update tutorials * docs: update tutorials (#230) * feat: new datasets and docs (#231) * feat: new datasets and docs * fix: fmt * docs: rename lib (#234) * fix: datasets labels (#245) * feature: update dataset_shift module (#248) * feature: update dataset_shift module * feature: update dataset_shift module * feature: update dataset_shift module * feature: update dataset_shift module * feature: update dataset_shift module * fix: update dataset_shift code and plots * fix: update dataset_shift code and plots * fix: update dataset_shift code and plots * fix: percent_degradation to ADP nomenclature * chore(deps): bump actions/checkout from 4.1.7 to 4.2.2 (#250) Bumps [actions/checkout](https://github.com/actions/checkout) from 4.1.7 to 4.2.2. - [Release notes](https://github.com/actions/checkout/releases) - [Changelog](https://github.com/actions/checkout/blob/main/CHANGELOG.md) - [Commits](actions/checkout@v4.1.7...v4.2.2) --- updated-dependencies: - dependency-name: actions/checkout dependency-type: direct:production update-type: version-update:semver-minor ... Signed-off-by: dependabot[bot] <support@github.com> Co-authored-by: dependabot[bot] <49699333+dependabot[bot]@users.noreply.github.com> * chore(deps): bump actions/setup-python from 5.2.0 to 5.3.0 (#251) Bumps [actions/setup-python](https://github.com/actions/setup-python) from 5.2.0 to 5.3.0. - [Release notes](https://github.com/actions/setup-python/releases) - [Commits](actions/setup-python@v5.2.0...v5.3.0) --- updated-dependencies: - dependency-name: actions/setup-python dependency-type: direct:production update-type: version-update:semver-minor ... Signed-off-by: dependabot[bot] <support@github.com> Co-authored-by: dependabot[bot] <49699333+dependabot[bot]@users.noreply.github.com> * feat: New Robustness Regression Attacker: Ridge Poissoner (#241) * feat: adding adaptive and randflip initializers for regression poisoners * feat: adding ridge-based regression poisoner * test: adding unit tests for ridge-based regression poisoner * chore: updating tutorial with ridge-based poisoner * docs: updating regression poisoner docs with ridge regressor * docs: adding docstrings for ridge regressor poisoner * chore: fixing lint * chore: updating docstrings for poisoners * chore: updloading notebook file for regression poisoner tutorial * docs: updating possible parameters in docstrings * feat: new methods for measuring security privacy risk score (#254) * feat: adding source code and tutorial for privacy risk score * tests: adding unit test for privacy risk score metric * docs: updating reference docstrings for privacy risk score metric * docs: updating docs for example gallery for security module * feat: adding tutorial for privacy risk score with different models * chore: adding tutorial for example gallery * chore: adding tutorial notebook files for docs section * Update security.rst --------- Co-authored-by: Cristian Muñoz <cristian.munoz@holisticai.com> * feat: new xai metrics based on globa feature importance, local feature importance and surrogate (#255) * internal changes * fix: pfi regression and shap * update: shap and contrast * chore: improved xai metrics * fix: paper regression results * ok * chore: xai-metrics updated * chore: format files * test: add test for new metrics * docs: update documentation and docstring format * chore: hatch dmt --------- Co-authored-by: Kleyton da Costa <kleyton.vsc@gmail.com> * chore: Improve Accuracy Degradation Profile Documentation (#249) * feature: update dataset_shift module * feature: update dataset_shift module * feature: update dataset_shift module * feature: update dataset_shift module * feature: update dataset_shift module * fix: update dataset_shift code and plots * fix: update dataset_shift code and plots * fix: update dataset_shift code and plots * fix: percent_degradation to ADP nomenclature * fix: uptade documentation * chore: clean adp tutorial * chore: remove inccorect reference * chore: format * doc: fix docstring --------- Co-authored-by: crismunoz <crisstrink@gmail.com> * docs:update tutorials (#257) * docs: updating docstrings for regression poissoners (#256) * fix: load dataset (#259) --------- Signed-off-by: dependabot[bot] <support@github.com> Co-authored-by: Kleyton da Costa <44351707+Kleyt0n@users.noreply.github.com> Co-authored-by: andrelfnovaes <40208986+andrelfnovaes@users.noreply.github.com> Co-authored-by: dependabot[bot] <49699333+dependabot[bot]@users.noreply.github.com> Co-authored-by: Franklin Cardenoso <44931423+fracarfer5@users.noreply.github.com> Co-authored-by: Kleyton da Costa <kleyton.vsc@gmail.com>
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Adding ridge regression-based poisoner, updating tutorial and API references. Furthermore, two initializers were added.