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:
Apr. 04, 2023

Filed:

Feb. 18, 2020
Applicant:

Datavisor, Inc., Mountain View, CA (US);

Inventors:

Fang Yu, Sunnyvale, CA (US);

Olivia Wang, Fremont, CA (US);

Assignee:

DataVisor, Inc., Mountain View, CA (US);

Attorney:
Primary Examiner:
Int. Cl.
CPC ...
H04L 9/40 (2022.01); G06N 20/00 (2019.01);
U.S. Cl.
CPC ...
H04L 63/1416 (2013.01); G06N 20/00 (2019.01);
Abstract

Methods, systems, and apparatus, including computer programs encoded on computer storage media, for fraud detection. One of the methods includes partitioning a feature space into a plurality of sub feature spaces, wherein the feature space comprises features associated with user account events for an online service; generating one or more clusters of users for each of one or more sub feature spaces; comparing a feature profile of one or more of the clusters with a global feature profile to determine features of one or more the clusters that have concentrated key values that exceed a respective threshold value; for each of the one or more clusters, scoring the cluster including aggregating the degree to which the key values for features exceed the corresponding threshold values; and based on the scores of the one or more clusters, determining one or more fraud detection actions.


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