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:
Mar. 22, 2022
Filed:
Apr. 28, 2020
Cylance Inc., Irvine, CA (US);
Xuan Zhao, Irvine, CA (US);
Matthew Wolff, Laguna Niguel, CA (US);
John Brock, Irvine, CA (US);
Brian Michael 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 Thomas Wojnowicz, Irvine, CA (US);
Derek A. Soeder, Irvine, CA (US);
David N. Beveridge, Portland, OR (US);
Yaroslav Oliinyk, Portland, OR (US);
Ryan Permeh, Laguna Hills, CA (US);
Cylance Inc., San Ramon, CA (US);
Abstract
A system is provided 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 memory may include program code which when executed by the at least one processor provides operations including: processing a container file with a trained machine learning model, wherein the trained machine learning is trained to determine a classification for the container file indicative of whether the container file includes at least one file rendering the container file malicious; and providing, as an output by the trained machine learning model, an indication of whether the container file includes the at least one file rendering the container file malicious. Related methods and articles of manufacture, including computer program products, are also disclosed.