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:
Nov. 30, 2021
Filed:
Oct. 24, 2019
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);
Yaroslav Oliinyk, Portland, OR (US);
Ryan Permeh, Laguna Hills, CA (US);
Cylance Inc., San Ramon, CA (US);
Abstract
In one respect, there is provided a system for training a machine learning model to detect malicious container files. The system may include at least one processor and at least one memory. The at least one memory may include program code that provides operations when executed by the at least one processor. The operations may include: training, based on a training data, a machine learning model to enable the machine learning model to determine whether at least one container file includes at least one file rendering the at least one container file malicious; and providing the trained machine learning model to enable the determination of whether the at least one container file includes at least one file rendering the at least one container file malicious. Related methods and articles of manufacture, including computer program products, are also disclosed.