AI-SDC/SACRO-ML - 10 Help Wanted Issues

Open Issues Need Help

[task] explore and report on implications of people using IBM's DiffPriv libs about 1 month ago

enhancement good first issue

Collection of tools and resources for managing the statistical disclosure control of trained machine learning models

Python

#attribute-inference-attack#data-privacy#data-protection#differential-privacy#inference#machine-learning#membership-inference-attack#privacy#statistical-disclosure-control

[Task] Review data handling 3 months ago

enhancement good first issue

AI-SDC/SACRO-ML

Collection of tools and resources for managing the statistical disclosure control of trained machine learning models

Python

#attribute-inference-attack#data-privacy#data-protection#differential-privacy#inference#machine-learning#membership-inference-attack#privacy#statistical-disclosure-control

[New Feature Request] Set PyTorch batch size using the train params 3 months ago

enhancement good first issue

AI-SDC/SACRO-ML

Collection of tools and resources for managing the statistical disclosure control of trained machine learning models

Python

#attribute-inference-attack#data-privacy#data-protection#differential-privacy#inference#machine-learning#membership-inference-attack#privacy#statistical-disclosure-control

Implement quantile regression and other non-shadow attacks 3 months ago

enhancement good first issue

AI-SDC/SACRO-ML

Collection of tools and resources for managing the statistical disclosure control of trained machine learning models

Python

#attribute-inference-attack#data-privacy#data-protection#differential-privacy#inference#machine-learning#membership-inference-attack#privacy#statistical-disclosure-control

[Chore] Enable prek to run as well as pre-commit 4 months ago

good first issue

AI-SDC/SACRO-ML

Collection of tools and resources for managing the statistical disclosure control of trained machine learning models

Python

#attribute-inference-attack#data-privacy#data-protection#differential-privacy#inference#machine-learning#membership-inference-attack#privacy#statistical-disclosure-control

[CI] Group dependabot updates 4 months ago

good first issue

AI-SDC/SACRO-ML

Collection of tools and resources for managing the statistical disclosure control of trained machine learning models

Python

#attribute-inference-attack#data-privacy#data-protection#differential-privacy#inference#machine-learning#membership-inference-attack#privacy#statistical-disclosure-control

[Tests] Clean up tests and review outstanding warnings 4 months ago

enhancement good first issue

AI-SDC/SACRO-ML

Collection of tools and resources for managing the statistical disclosure control of trained machine learning models

Python

#attribute-inference-attack#data-privacy#data-protection#differential-privacy#inference#machine-learning#membership-inference-attack#privacy#statistical-disclosure-control

[Chore] Enforce type hints 5 months ago

good first issue

AI-SDC/SACRO-ML

Collection of tools and resources for managing the statistical disclosure control of trained machine learning models

Python

#attribute-inference-attack#data-privacy#data-protection#differential-privacy#inference#machine-learning#membership-inference-attack#privacy#statistical-disclosure-control

[Tests] Replace network calls to fetch data from OpenML with local data 5 months ago

good first issue

AI-SDC/SACRO-ML

Collection of tools and resources for managing the statistical disclosure control of trained machine learning models

Python

#attribute-inference-attack#data-privacy#data-protection#differential-privacy#inference#machine-learning#membership-inference-attack#privacy#statistical-disclosure-control

[BUG]invalid characters in json reports produced by attacks 6 months ago

bug good first issue

AI-SDC/SACRO-ML

Collection of tools and resources for managing the statistical disclosure control of trained machine learning models

Python

#attribute-inference-attack#data-privacy#data-protection#differential-privacy#inference#machine-learning#membership-inference-attack#privacy#statistical-disclosure-control