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:
Jul. 12, 2022
Filed:
Dec. 13, 2018
Cylance Inc., Irvine, CA (US);
David N. Beveridge, Portland, OR (US);
Hailey Buckingham, Vancouver, WA (US);
Yaroslav Oliinyk, Portland, OR (US);
Eric Petersen, Beaverton, CA (US);
Cylance Inc., San Ramon, CA (US);
Abstract
An artefact is received and parsed into a plurality of observations. A first subset of the observations are inputted into a machine learning model trained using historical data to classify the artefact. In addition, a second subset of the observations are inputted into a xenospace centroid configured to classify the artefact. Thereafter, the artefact is classified based on a combination of an output of the machine learning model and an output of xenospace centroid. Related apparatus, systems, techniques and articles are also described.