AIExplainer
Machine Learning Intermediate

proxy

An attribute used as a stand-in for a sensitive attribute.

An attribute used as a stand-in for a sensitive attribute. For example, an individual's postal code might be used as a proxy for their income, race, or ethnicity.

Practitioners refer to proxy when building, training, or evaluating machine learning systems. It appears in research papers, product documentation, and technical discussions about AI capabilities and limitations.