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. 28, 2023
Filed:
Aug. 23, 2019
Mcafee, Llc, Santa Clara, CA (US);
Ameya Sanzgiri, Fremont, CA (US);
Yi Zheng, Los Gatos, CA (US);
McAfee, LLC, San Jose, CA (US);
Abstract
Methods, apparatus, systems, and articles of manufacture for detecting anomalous activity of an IoT device are disclosed. An example apparatus includes a communications aggregator to aggregate communications from a device communicating via a communications interface, a statistical property extractor to extract statistical properties of the aggregated communications, an image generator to generate an image based on the extracted statistical properties, a persona identifier to identify a persona associated with the device, and a machine learning model trainer to train a machine learning model using the generated image and the persona.