The patent badge is an abbreviated version of the USPTO patent document. The patent badge does contain a link to the full patent document.

The patent badge is an abbreviated version of the USPTO patent document. The patent badge covers the following: Patent number, Date patent was issued, Date patent was filed, Title of the patent, Applicant, Inventor, Assignee, Attorney firm, Primary examiner, Assistant examiner, CPCs, and Abstract. The patent badge does contain a link to the full patent document (in Adobe Acrobat format, aka pdf). To download or print any patent click here.

Date of Patent:
Sep. 19, 2023

Filed:

May. 03, 2018
Applicant:

International Business Machines Corporation, Armonk, NY (US);

Inventors:

Patrick Watson, Ossining, NY (US);

Maria Chang, Irvington, NY (US);

Tengfei Ma, White Plains, NY (US);

Aldis Sipolins, New York City, NY (US);

Attorney:
Primary Examiner:
Int. Cl.
CPC ...
G06N 20/00 (2019.01); G06N 3/08 (2023.01); H04L 9/40 (2022.01); G06T 11/00 (2006.01);
U.S. Cl.
CPC ...
G06N 20/00 (2019.01); G06N 3/08 (2013.01); G06T 11/00 (2013.01); H04L 63/0428 (2013.01); G06T 2210/41 (2013.01);
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.


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