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:
Oct. 26, 2021
Filed:
Mar. 22, 2021
Braintrace, Inc., Salt Lake City, UT (US);
John Franklin Limb, Herriman, UT (US);
BRAINTRACE, INC., Salt Lake City, UT (US);
Abstract
Identifying network applications using images generated from payload data and time data. In some embodiments, a method may include training a convolutional neural network with training images generated from training payload data and training time data from flows of network packets, capturing target payload data and target time data from a target flow of network packets between a target client application and a target server application, generating a target image from the target payload data and the target time data, providing the target image as input to the trained convolutional neural network, and employing the trained convolutional neural network to determine an output including an extent to which the target image matches one of the training images in order to determine a likelihood that the target client application and/or the target server application matches one of the training client applications and/or one of the training server applications.