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:
May. 18, 2021

Filed:

Nov. 20, 2018
Applicant:

Microsoft Technology Licensing, Llc, Redmond, WA (US);

Inventors:

Moshe Israel, Ramat-Gan, IL;

Shira Itzhaki, Tel Aviv, IL;

Yotam Livny, Gadera, IL;

Assignee:
Attorney:
Primary Examiner:
Int. Cl.
CPC ...
H04L 29/06 (2006.01); G06F 16/11 (2019.01); G06N 20/00 (2019.01);
U.S. Cl.
CPC ...
H04L 63/205 (2013.01); G06F 16/11 (2019.01); G06N 20/00 (2019.01);
Abstract

Techniques are provided to automatically generate and apply policy rules for IoT devices. Historical data associated with IoT behaviors is obtained, where the historical data describes the file systems and behavior trends for multiple different IoT devices. Groups of the IoT devices are generated by grouping together devices identified as being common with one another based on similarities between their identified behaviors. Policies are then automatically generated for each group, corresponding to the detected behavior trends. Each policy determines how to subsequently monitor any device categorized as belonging to that policy's group and also how to respond when a device is operating abnormally. After a device is characterized as belonging to a group, that device is monitored to determine whether it conforms with the group's policy. Optionally, mitigation operations may be performed when the device is non-conforming.


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