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:
Feb. 23, 2021

Filed:

Jul. 27, 2018
Applicant:

Advanced New Technologies Co., Ltd., Grand Cayman, KY;

Inventors:

Ling Xie, Hangzhou, CN;

Xiaolong Li, Seattle, WA (US);

Assignee:
Attorney:
Primary Examiner:
Int. Cl.
CPC ...
G06F 21/62 (2013.01); H04L 29/06 (2006.01); G06F 21/60 (2013.01); H04W 12/02 (2009.01); G06F 21/57 (2013.01); G06F 30/20 (2020.01); G06N 20/00 (2019.01);
U.S. Cl.
CPC ...
G06F 21/6245 (2013.01); G06F 21/57 (2013.01); G06F 21/606 (2013.01); G06F 30/20 (2020.01); G06N 20/00 (2019.01); H04L 63/0428 (2013.01); H04W 12/02 (2013.01); G06F 2221/2149 (2013.01); H04L 2209/80 (2013.01);
Abstract

Encrypted user data are received at a service device from at least one user equipment, and the user data is encrypted in a trusted zone of the at least one user equipment. The encrypted user data then be decrypted in a trust zone of the service device by a first central processing unit (CPU) to obtain decrypted user data. A model is trained by using the decrypted user data to determine a training intermediate value and a training effective representative value, and a determination is made whether the training effective representative value satisfies a specified condition is determined. If so, the trained model is generated based on a model parameter. Otherwise, a model parameter is iterately adjusted and the model is iteratively trained based on an adjusted model parameter until the trained effective representative value satisfies the specified condition.


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