Patent ID: 11922289
Assignee: SUBSALT INC.
Field: Computer technology (Electrical engineering)
Classification: CPC G | IPC G

Claim 14:
15. The method according to claim 12, wherein:
the generative database, once configured, synthesizes data samples for a plurality of synthetization objectives including a classification-related synthetization objective, and
constructing the generative model election data structure includes:
training a plurality of synthetic machine learning classifiers using synthetic data samples produced by a respective generative model of the plurality of generative models,
training a distinct machine learning classifier using sensitive data samples included in the target sensitive dataset,
determining a synthetic machine learning classifier of the plurality of synthetic machine learning classifiers that performs closest to the distinct machine learning classifier trained on the sensitive data samples, and
selecting the respective generative model associated with the synthetic machine learning classifier that performs closest to the distinct machine learning classifier as an optimal generative model for the classification-related synthetization objective.