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. 03, 2020
Filed:
May. 31, 2017
Ca, Inc., San Jose, CA (US);
Jonathan J. Dinerstein, Draper, UT (US);
CA, Inc., San Jose, CA (US);
Abstract
Employing a relatively simple machine learning classifier to explain evidence that led to a security action decision by a relatively complex machine learning classifier. In one embodiment, a method may include identifying training data, training a relatively complex machine learning classifier (MLC) using the training data, making a first security action decision using the relatively complex MLC, performing a security action on a network device based on the first security action decision, training a relatively simple MLC using the training data or using a subset of the training data, making a second security action decision using the relatively simple MLC, extracting evidence that led to the second security action decision by the relatively simple MLC, and explaining the first security action decision by the relatively complex MLC using the evidence extracted from the relatively simple MLC.