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. 21, 2022

Filed:

Feb. 05, 2020
Applicant:

Accenture Global Solutions Limited, Dublin, IE;

Inventor:

Vicknesh Manoselvam, Singapore, SG;

Assignee:
Attorney:
Primary Examiner:
Int. Cl.
CPC ...
H04L 9/40 (2022.01); G06F 21/56 (2013.01); G06N 3/08 (2006.01); H04L 61/4511 (2022.01); G06N 20/00 (2019.01);
U.S. Cl.
CPC ...
H04L 63/1425 (2013.01); G06F 21/566 (2013.01); G06N 3/08 (2013.01); G06N 20/00 (2019.01); H04L 61/1511 (2013.01); H04L 63/1416 (2013.01); H04L 63/1441 (2013.01);
Abstract

A system for detecting and preventing execution of malware on a target system includes an interface for receiving training data. The training data includes domain names known to be legitimate and domain names known to be associated with malware. The system is configured to train a first model to classify the domain names in the training data as being legitimate domain names or malware-associated domain names using a supervised learning methodology. The system configured to train a second model to predict a correct domain name associated with domain names in the training data using an unsupervised learning methodology. The system configured to train a third model to classify the domain names in the training data as being legitimate domain names or malware-associated domain names based on an output of the first learning model and an output of the second learning model.


Find Patent Forward Citations

Manoselvam, Vicknesh. (2022). System for detecting and preventing malware execution in a target system (U.S. Patent No. 11368478). U.S. Patent and Trademark Office. https://idiyas.com/patent/badge/11368478

Data source: USPTO (United States Patent and Trademark Office) public patent records. Weekly synchronization. How IDiyas builds this profile

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