Glossary term
Glossary term
Governance and Compliance
A human attribute that may be given special consideration for legal, ethical, social, or personal reasons.
Created for this library
A bank's credit team excludes sensitive attributes from training inputs and audits the model for indirect signals from correlated features.
A hiring-tech vendor restricts sensitive attributes in its training data and audits for proxy attributes that may correlate with them.
A health-tech startup documents its handling of sensitive attributes in its model governance file to support audits and reviews.
Definition source: Google for Developers Machine Learning Glossary | Creative Commons Attribution 4.0 License