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:
May. 28, 2019
Filed:
May. 31, 2017
Applicant:
Sparkcognition, Inc., Austin, TX (US);
Inventor:
Na Sai, Austin, TX (US);
Assignee:
SparkCognition, Inc., Austin, TX (US);
Attorney:
Primary Examiner:
Int. Cl.
CPC ...
G06N 99/00 (2010.01); G06N 3/02 (2006.01); G06F 21/56 (2013.01);
U.S. Cl.
CPC ...
G06N 99/005 (2013.01); G06F 21/562 (2013.01); G06N 3/02 (2013.01); G06F 2221/033 (2013.01);
Abstract
A method includes receiving one or more n-gram vectors for a file as input to a file classifier, where the one or more n-gram vectors indicate occurrences of groups of entropy indicators in a sequence of entropy indicators representing the file. The method also includes generating, based on the one or more n-gram vectors, output including classification data associated with the file, the classification data indicating whether the file includes malware.