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:
Apr. 26, 2022
Filed:
Apr. 17, 2017
Applicant:
Splunk Inc., San Francisco, CA (US);
Inventors:
Gleb Esman, San Francisco, CA (US);
Oleg Izmerly, Redmond, WA (US);
Assignee:
SPLUNK INC., San Francisco, CA (US);
Attorney:
Primary Examiner:
Int. Cl.
CPC ...
G06N 3/08 (2006.01); G06F 16/22 (2019.01); H04L 29/06 (2006.01); H04L 29/08 (2006.01); G06N 3/04 (2006.01); H04L 67/02 (2022.01);
U.S. Cl.
CPC ...
G06N 3/08 (2013.01); G06F 16/22 (2019.01); G06N 3/0454 (2013.01); H04L 63/1408 (2013.01); H04L 63/1425 (2013.01); H04L 67/02 (2013.01);
Abstract
One embodiment of the present invention sets forth a technique for predicting fraud by analyzing user behavior biometric data via a neural network (NN). The technique includes receiving cursor movement data generated via at least one client device, where the cursor movement data is associated with a group of one or more users. The technique further includes generating a plurality of images based on the cursor movement data and training a first neural network (NN) model based on the plurality of images and based on a discard rate that is greater than 50%.