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:
Aug. 27, 2024

Filed:

Sep. 02, 2022
Applicant:

Trackd, Inc., Reston, VA (US);

Inventor:

Michael C. Starr, Reston, VA (US);

Assignee:

trackd, inc., Reston, VA (US);

Attorneys:
Primary Examiner:
Int. Cl.
CPC ...
G06F 21/57 (2013.01); G06F 21/55 (2013.01);
U.S. Cl.
CPC ...
G06F 21/577 (2013.01); G06F 21/552 (2013.01);
Abstract

A system includes a security and vulnerability analysis processor, one or more endpoint devices in communication with the security and vulnerability analysis processor through a communication network, and a vulnerability data ingestion processor configured to obtain, from one or more data sources, security data associated with the one or more endpoint devices. The security and vulnerability analysis processor includes a machine learning model configured to generate predictions about the risk impact of conducting vulnerability remediations to a particular endpoint device of the one or more endpoint devices. The machine learning model is trained using a training set comprising the security data associated with the one or more endpoint devices.


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