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. 25, 2026

Filed:

Nov. 22, 2021
Applicant:

Hitachi, Ltd., Tokyo, JP;

Inventors:

Keisei Fujiwara, Tokyo, JP;

Hisayoshi Sato, Tokyo, JP;

Assignee:

HITACHI, LTD., Tokyo, JP;

Attorney:
Primary Examiner:
Int. Cl.
CPC ...
G06N 5/04 (2023.01); G06F 21/53 (2013.01); G06F 21/62 (2013.01); G06N 3/045 (2023.01); G06N 3/0464 (2023.01);
U.S. Cl.
CPC ...
G06N 5/04 (2013.01); G06F 21/53 (2013.01); G06F 21/6281 (2013.01); G06N 3/045 (2023.01); G06F 21/6245 (2013.01); G06N 3/0464 (2023.01);
Abstract

An information processing apparatus that executes machine learning by a plurality of processing layers includes a processor and a memory, a normal region of the memory holds a parameter of the machine learning, an isolation region isolated from the normal region of the memory holds input data to an i-th layer included in the plurality of processing layers and a parameter of the machine learning, the processor determines whether there is a risk in executing processing of the i-th layer for the input data in the normal region based on a content of secret information of the input data in the isolation region, when determining that there is the risk, executes the processing of the i-th layer for the input data in the isolation region, and when determining that there is no risk, executes the processing of the i-th layer for the input data in the normal region.


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