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:
Feb. 16, 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 training a neural network adapted for classifying one or more instruction sequences. The system may include at least one processor and at least one memory. The memory may include program code which when executed by the at least one processor provides operations including: training, based at least on training data, a machine learning model to detect one or more predetermined interdependencies amongst a plurality of tokens in the training data; and providing the trained machine learning model to enable classification of one or more instruction sequences. Related methods and articles of manufacture, including computer program products, are also provided.