Aisdc

Latest version: v1.2.0

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1.2.0

Changes:
* Add support for scikit-learn MLPClassifier ([276](https://github.com/AI-SDC/AI-SDC/pull/276))
* Use default XGBoost params if not defined in structural attacks ([277](https://github.com/AI-SDC/AI-SDC/pull/277))
* Clean up documentation ([282](https://github.com/AI-SDC/AI-SDC/pull/282))
* Clean up repository and update packaging ([283](https://github.com/AI-SDC/AI-SDC/pull/283))
* Format docstrings ([286](https://github.com/AI-SDC/AI-SDC/pull/286))
* Refactor ([284](https://github.com/AI-SDC/AI-SDC/pull/284), [#285](https://github.com/AI-SDC/AI-SDC/pull/285), [#287](https://github.com/AI-SDC/AI-SDC/pull/287))
* Add CLI and tools for generating configs; significant refactor ([291](https://github.com/AI-SDC/AI-SDC/pull/291))
* Add different implementation modes for online and offline LiRA ([281](https://github.com/AI-SDC/AI-SDC/pull/281))

1.1.3

Changes:
* Add built-in support for additional datasets ([257](https://github.com/AI-SDC/AI-SDC/pull/257))
* Remove references to final score in outputs ([259](https://github.com/AI-SDC/AI-SDC/pull/259))
* Update package dependencies: remove support for Python 3.8; add support for Python 3.11 ([262](https://github.com/AI-SDC/AI-SDC/pull/262))
* Fix code coverage reporting ([265](https://github.com/AI-SDC/AI-SDC/pull/265))
* Remove useless pylint suppression pragmas ([269](https://github.com/AI-SDC/AI-SDC/pull/269))
* Fix axis labels in report ROC curve plot ([270](https://github.com/AI-SDC/AI-SDC/pull/270))

1.1.2

Changes:
* Fix a bug related to the `rules.json` path when running from package ([247](https://github.com/AI-SDC/AI-SDC/pull/247))
* Update user stories ([247](https://github.com/AI-SDC/AI-SDC/pull/247))

1.1.1

Changes:
* Update notebook example paths ([237](https://github.com/AI-SDC/AI-SDC/pull/237))
* Fix AdaBoostClassifier structural attack ([242](https://github.com/AI-SDC/AI-SDC/pull/242))
* Move experiments module and configs to separate repository ([229](https://github.com/AI-SDC/AI-SDC/pull/229))

1.1.0

Changes:
* Add automatic formatting of docstrings ([210](https://github.com/AI-SDC/AI-SDC/pull/210))
* Update user stories ([217](https://github.com/AI-SDC/AI-SDC/pull/217))
* Add module to run experiments with attacks and gather data ([224](https://github.com/AI-SDC/AI-SDC/pull/224))
* Fix bug in report.py: error removing a file that does not exist ([227](https://github.com/AI-SDC/AI-SDC/pull/227))
* Add structural attack for traditional and other risk measures ([232](https://github.com/AI-SDC/AI-SDC/pull/232))
* Fix package installation for Python 3.8, 3.9, 3.10 ([234](https://github.com/AI-SDC/AI-SDC/pull/234))

1.0.6

Changes:
* Update package dependencies ([187](https://github.com/AI-SDC/AI-SDC/pull/187))
* Fix bug when `n_dummy_reps=0` in worst case attack ([191](https://github.com/AI-SDC/AI-SDC/pull/191))
* Add ability to save target model and data to `target.json` ([171](https://github.com/AI-SDC/AI-SDC/pull/171), [#175](https://github.com/AI-SDC/AI-SDC/pull/175), [#176](https://github.com/AI-SDC/AI-SDC/pull/176), [#177](https://github.com/AI-SDC/AI-SDC/pull/177))
* Add safemodel SDC results to `target.json` and `attack_results.json` ([180](https://github.com/AI-SDC/AI-SDC/pull/180))
* Add generalisation error to `target.json` ([183](https://github.com/AI-SDC/AI-SDC/pull/183))
* Refactor attack argument handling ([174](https://github.com/AI-SDC/AI-SDC/pull/174))
* Append attack outputs to a single results file ([173](https://github.com/AI-SDC/AI-SDC/pull/173))
* Attack outputs written to specified folder ([208](https://github.com/AI-SDC/AI-SDC/pull/208))
* Add ability to run membership inference attacks from the command line using config and target files ([182](https://github.com/AI-SDC/AI-SDC/pull/182))
* Add ability to run attribute inference attacks from the command line using config and target files ([188](https://github.com/AI-SDC/AI-SDC/pull/188))
* Add ability to run multiple attacks from a config file ([200](https://github.com/AI-SDC/AI-SDC/pull/200))
* Add user story examples ([194](https://github.com/AI-SDC/AI-SDC/pull/194))
* Improve attack formatter summary generation ([179](https://github.com/AI-SDC/AI-SDC/pull/179))
* Attack formatter moves files generated for release into subfolders ([197](https://github.com/AI-SDC/AI-SDC/pull/197))
* Fix a minor bug in the attack formatter ([204](https://github.com/AI-SDC/AI-SDC/pull/204))
* Improve tests ([196](https://github.com/AI-SDC/AI-SDC/pull/196), [#199](https://github.com/AI-SDC/AI-SDC/pull/199))

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