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. 04, 2021
Filed:
Apr. 30, 2019
Applicant:
Cylance Inc., Irvine, CA (US);
Inventors:
David N. Beveridge, Portland, OR (US);
Hailey Buckingham, Vancouver, WA (US);
Assignee:
Cylance Inc., Irvine, CA (US);
Attorney:
Primary Examiner:
Int. Cl.
CPC ...
G06K 9/62 (2006.01); G06F 21/56 (2013.01); G06N 20/10 (2019.01); G06N 3/00 (2006.01); G06F 21/14 (2013.01); G06N 3/04 (2006.01);
U.S. Cl.
CPC ...
G06K 9/6269 (2013.01); G06F 21/562 (2013.01); G06K 9/6232 (2013.01); G06N 20/10 (2019.01);
Abstract
An artefact is received. Features from such artefact are extracted and then populated in a vector. Subsequently, one of a plurality of available dimension reduction techniques are selected. Using the selected dimension reduction technique, the features in the vector are reduced. The vector is then input into a classification model and the score can be provided to a consuming application or process. Related apparatus, systems, techniques and articles are also described.