Private Health Journal

Glossary · Data and interoperability

Privacy-Preserving Machine Learning

PPML

Privacy-Preserving Machine Learning

Emerging

Techniques that limit what can be inferred about individuals from a model or its training process.

Distinguishes an architectural guarantee from a policy promise, which is the distinction procurement asks about.

Context

RelatedFederated Learning, De-identification, Synthetic Health Data
SourceISO/IEC 27559:2022 privacy-enhancing data de-identification framework