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.

Date of Patent:
Feb. 18, 2020

Filed:

Mar. 01, 2018
Applicant:

Cujo Llc, El Segundo, CA (US);

Inventors:

Leonid Kuperman, Tarzana, CA (US);

Yuri Frayman, Miami, FL (US);

Einaras von Gravrock, Redondo Beach, CA (US);

Gabor Takacs, Gyor, HU;

Assignee:

CUJO LLC, El Segundo, CA (US);

Attorney:
Primary Examiner:
Int. Cl.
CPC ...
H04L 29/06 (2006.01); G06N 20/00 (2019.01); G06F 15/76 (2006.01); H04L 12/24 (2006.01); G06F 21/55 (2013.01); G06F 21/53 (2013.01); H04L 12/26 (2006.01);
U.S. Cl.
CPC ...
H04L 63/1425 (2013.01); G06F 15/76 (2013.01); G06F 21/53 (2013.01); G06F 21/554 (2013.01); G06N 20/00 (2019.01); H04L 41/145 (2013.01); H04L 63/0236 (2013.01); H04L 63/102 (2013.01); H04L 63/1433 (2013.01); H04L 63/1466 (2013.01); H04L 41/16 (2013.01); H04L 43/026 (2013.01); H04L 43/062 (2013.01);
Abstract

The behavior analysis engine detects malicious executable files that are being downloaded by networked devices in the local network by executing the executable files in a sandboxing environment operating on the behavior analysis engine. The network traffic hub identifies network communications that are transmitted through the local network that contain executable files. The network traffic hub sends the executable file to the behavior analysis engine and the behavior analysis engine executes the executable file in a sandboxing environment that replicates the networked device that was downloading the executable. The behavior analysis engine extracts execution features from the execution of the executable file and applies an execution model to the execution features to determine a confidence score for the executable file. The behavior analysis engine uses the confidence score to provide instructions to the network traffic hub as to whether to allow the networked device to download the executable.


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