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:
Dec. 06, 2022

Filed:

May. 29, 2019
Applicant:

Kddi Corporation, Tokyo, JP;

Inventors:

Yusuke Uchida, Fujimino, JP;

Shigeyuki Sakazawa, Fujimino, JP;

Assignee:

KDDI CORPORATION, Tokyo, JP;

Attorney:
Primary Examiner:
Assistant Examiner:
Int. Cl.
CPC ...
G06N 3/04 (2006.01); G06N 20/20 (2019.01); G06N 3/08 (2006.01); G06T 1/00 (2006.01); G06F 21/16 (2013.01);
U.S. Cl.
CPC ...
G06N 3/0454 (2013.01); G06F 21/16 (2013.01); G06N 3/08 (2013.01); G06N 3/084 (2013.01); G06N 20/20 (2019.01); G06T 1/0021 (2013.01); G06T 2201/0065 (2013.01);
Abstract

An information processing method for embedding watermark bits into weights of a first neural network includes: obtaining an output of a second neural network by inputting a plurality of input values obtained from a plurality of weights of the first neural network to the second neural network; obtaining second gradients of the respective plurality of input values based on an error between the output of the second neural network and the watermark bits; and updating the weights based on values obtained by adding first gradients of the weights of the first neural network that have been obtained based on backpropagation and the respective second gradients.


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