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:
Nov. 03, 2020

Filed:

Oct. 16, 2018
Applicant:

Accenture Global Solutions Limited, Dublin, IE;

Inventors:

Chien An Chen, Fairfax, VA (US);

Azzedine Benameur, Fairfax, VA (US);

Lei Ding, North Potomac, MD (US);

Assignee:
Attorney:
Primary Examiner:
Int. Cl.
CPC ...
G06F 21/62 (2013.01); G06N 20/00 (2019.01); G06F 16/10 (2019.01); G06F 21/60 (2013.01); G06N 5/00 (2006.01); H04L 29/06 (2006.01);
U.S. Cl.
CPC ...
G06F 21/6218 (2013.01); G06F 16/10 (2019.01); G06F 21/604 (2013.01); G06N 5/003 (2013.01); G06N 20/00 (2019.01); H04L 63/105 (2013.01); H04L 63/20 (2013.01); G06F 2221/2113 (2013.01); G06F 2221/2141 (2013.01);
Abstract

A device processes, with a model, an application to identify a set of file paths with process identifiers. The device identifies patterns associated with the set of file paths with process identifiers, and determines positions of random elements in each file path of the set of file paths with process identifiers. The device processes the patterns and the positions of the random elements to train a machine learning model, and utilizes the machine learning model to generate a first set of rules to identify files required for execution of the application, and a second set of rules to identify files not required for execution of the application. The device generates a mandatory access control policy based on the first set of rules and the second set of rules, and provides the mandatory access control policy to be implemented by an operating system of a client device.


Find Patent Forward Citations

Loading…