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:
Jun. 02, 2020

Filed:

Jan. 15, 2018
Applicant:

International Business Machines Corporation, Armonk, NY (US);

Inventors:

Charles K. Davis, III, Denver, CO (US);

Chris Dotson, Lexington, KY (US);

Steven Lingafelt, Durham, NC (US);

Attorneys:
Primary Examiner:
Assistant Examiner:
Int. Cl.
CPC ...
H04L 29/06 (2006.01); H04L 12/801 (2013.01); H04L 12/24 (2006.01); H04L 12/26 (2006.01); G06N 3/08 (2006.01); H04L 29/08 (2006.01); G06N 20/00 (2019.01);
U.S. Cl.
CPC ...
H04L 63/1425 (2013.01); H04L 41/0681 (2013.01); H04L 41/0816 (2013.01); H04L 41/14 (2013.01); H04L 43/026 (2013.01); H04L 43/04 (2013.01); H04L 47/10 (2013.01); H04L 63/1416 (2013.01); H04L 63/1433 (2013.01); G06N 3/088 (2013.01); G06N 20/00 (2019.01); H04L 43/08 (2013.01); H04L 67/02 (2013.01); H04L 67/10 (2013.01); H04L 67/12 (2013.01);
Abstract

A method, apparatus and computer program product for use in monitoring and controlling network behavior of Internet of Things (IoT) devices connected to a network. According to this approach, a set of network characteristics of an IoT device (e.g., as published by the device manufacturer) are assigned various risk values and then monitored over an initial time period to generate a 'fingerprint' of the device's network flow. This flow is then transformed into one or more flow control rules representing 'normal' or abnormal behavior of the IoT device. Preferably, the rules are instantiated into a network boundary control system (NBCS), such as an enterprise router, gateway, or the like, and then enforced, e.g., to generate alerts or others actions when the rules are triggered. The approach enables dynamic and automated threat detection and prevention based on anomalous and/or known-bad behavior.


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