AI-SDC

AI-SDC/SACRO-ML

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

10 good first / help-wanted issues · Python · last activity Jun 29, 2026

40 stars 8 forks 40 watchers Python MIT License
attribute-inference-attack data-privacy data-protection differential-privacy inference machine-learning membership-inference-attack privacy statistical-disclosure-control
View on GitHub Website
10 Open Issues Need Help Last updated: Jun 29, 2026

Open Issues Need Help

View All on GitHub
[task] explore and report on implications of people using IBM's DiffPriv libs 3 months ago
enhancement good first issue
AI-SDC/SACRO-ML
40

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 5 months ago
enhancement good first issue
AI-SDC/SACRO-ML
40

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 5 months ago
enhancement good first issue
AI-SDC/SACRO-ML
40

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 5 months ago
enhancement good first issue
AI-SDC/SACRO-ML
40

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 6 months ago
good first issue
AI-SDC/SACRO-ML
40

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 6 months ago
good first issue
AI-SDC/SACRO-ML
40

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 6 months ago
enhancement good first issue
AI-SDC/SACRO-ML
40

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 6 months ago
good first issue
AI-SDC/SACRO-ML
40

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 7 months ago
good first issue
AI-SDC/SACRO-ML
40

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 7 months ago
bug good first issue
AI-SDC/SACRO-ML
40

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