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. 11, 2020

Filed:

May. 08, 2019
Applicant:

Sparkcognition, Inc., Austin, TX (US);

Inventors:

Lucas McLane, Hutto, TX (US);

Jarred Capellman, Round Rock, TX (US);

Assignee:

SPARKCOGNITION, INC., Austin, TX (US);

Attorney:
Primary Examiner:
Assistant Examiner:
Int. Cl.
CPC ...
G06F 21/56 (2013.01); H04L 29/06 (2006.01); H04L 9/06 (2006.01); G06N 5/04 (2006.01); G06N 20/00 (2019.01); G06F 16/27 (2019.01);
U.S. Cl.
CPC ...
H04L 63/1425 (2013.01); G06F 21/56 (2013.01); G06F 21/561 (2013.01); G06F 21/566 (2013.01); G06N 5/04 (2013.01); G06N 20/00 (2019.01); H04L 9/0643 (2013.01); G06F 16/27 (2019.01);
Abstract

A method includes receiving a first file attribute from a computing device. The method also includes determining whether a classification for a file is available from a first cache of the server based on the first file attribute. The method includes sending the first file attribute from the server to a second server to determine whether the classification for the file is available at a base prediction cache of the second server. The method includes receiving a notification at the server from the second server that the classification for the file is unavailable at the base prediction cache. The method includes, in response to receiving the notification, determining the classification for the file by performing an analysis of a second file attribute based on a trained file classification model. The method includes sending the classification to the computing device and sending at least the classification to the base prediction cache.


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