公开(公告)号：GB2587942A

公开(公告)日：2021-04-14

申请号：GB202017391

申请日：2019-04-24

Applicant: IBM

Inventor： PATRICK WATSON ,  MARIA CHANG ,  TENGFEI MA ,  ALDIS SIPOLINS

IPC: G06N20/00

Abstract: Techniques that facilitate layered stochastics anonymization of data are provided. In one example, a system includes a machine learning component and an evaluation component. The machine learning component performs a machine learning process for first data associated with one or more features to generate second data indicative of one or more example datasets within a degree of similarity to the first data. The first data and the second data comprise a corresponding data format. The evaluation component evaluates the second data for a particular feature from the one or more features and generates third data indicative of a confidence score for the second data.