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.
Patent No.:
Date of Patent:
Sep. 06, 2022
Filed:
Sep. 11, 2019
Applicant:
Intuit Inc., Mountain View, CA (US);
Inventors:
Miroslav S. Boussarov, San Diego, CA (US);
Jason Webb, Valley Center, CA (US);
Laurent Benchimol, San Diego, CA (US);
Gao Pan, San Diego, CA (US);
Assignee:
Intuit Inc., Mountain View, CA (US);
Attorney:
Primary Examiner:
Int. Cl.
CPC ...
G06N 3/02 (2006.01); G06N 3/04 (2006.01); G06F 9/54 (2006.01); G06N 3/08 (2006.01);
U.S. Cl.
CPC ...
G06N 3/0454 (2013.01); G06F 9/54 (2013.01); G06N 3/08 (2013.01);
Abstract
API gateway log data of HTTP response information is collected and aggregated for each API service. The log data is streamed and formed into a feature vector. A model training module trains a neural network model based on the feature vector and model metadata. The model training module also retrains the neural network model based on a new feature vector. Neural network model artifacts are stored and used to detect anomalous patterns and generate alerts of the detection.