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:
Aug. 15, 2023

Filed:

Jan. 15, 2019
Applicant:

Fmr Llc, Boston, MA (US);

Inventors:

Yu Zhang, Dalian, CN;

Pu Li, Auburndale, MA (US);

Hua Hao, Dalian, CN;

Liang Chen, Dalian, CN;

Dong Han, Dalian, CN;

Assignee:

FMR LLC, Boston, MA (US);

Attorney:
Primary Examiner:
Int. Cl.
CPC ...
G06N 3/04 (2023.01); G06F 21/62 (2013.01); G06F 40/295 (2020.01); G06F 40/30 (2020.01); G06F 40/247 (2020.01); G06N 3/02 (2006.01);
U.S. Cl.
CPC ...
G06N 3/04 (2013.01); G06F 21/6254 (2013.01); G06F 40/247 (2020.01); G06F 40/295 (2020.01); G06F 40/30 (2020.01); G06F 2221/2125 (2013.01); G06N 3/02 (2013.01);
Abstract

Methods and apparatuses are described for unstructured computer text is analyzed for masking of confidential information using artificial intelligence. A client device generates a message comprising unstructured computer text including confidential information. A server trains a word embedding model using the unstructured text. The server generates a multidimensional vector for each word in the unstructured text, generates a mapping table comprising a predetermined set of words corresponding to confidential information from the unstructured text, and determines one or more neighboring words in the trained word embedding model using the predetermined set of words. The server updates the mapping table to incorporate the one or more neighboring words and executes rules on the unstructured text that filter out one or more words, and applies the updated mapping table to match words in the updated mapping table with words in the filtered text and mask the matching words in the unstructured text.


Find Patent Forward Citations

Loading…