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. 27, 2021
Filed:
Nov. 07, 2016
Cylance Inc., Irvine, CA (US);
Xuan Zhao, Irvine, CA (US);
Matthew Wolff, Laguna Niguel, CA (US);
John Brock, Irvine, CA (US);
Brian Wallace, Irvine, CA (US);
Andy Wortman, Irvine, CA (US);
Jian Luan, Irvine, CA (US);
Mahdi Azarafrooz, Irvine, CA (US);
Andrew Davis, Portland, OR (US);
Michael Wojnowicz, Irvine, CA (US);
Derek Soeder, Irvine, CA (US);
David Beveridge, Portland, OR (US);
Eric Petersen, Portland, OR (US);
Ming Jin, Irvine, CA (US);
Ryan Permeh, Irvine, CA (US);
Cylance Inc., Irvine, CA (US);
Abstract
In one respect, there is provided a system for classifying an instruction sequence with a machine learning model. The system may include at least one processor and at least one memory. The memory may include program code that provides operations when executed by the at least one processor. The operations may include: processing an instruction sequence with a trained machine learning model configured to detect one or more interdependencies amongst a plurality of tokens in the instruction sequence and determine a classification for the instruction sequence based on the one or more interdependencies amongst the plurality of tokens; and providing, as an output, the classification of the instruction sequence. Related methods and articles of manufacture, including computer program products, are also provided.