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:
Oct. 27, 2020

Filed:

Jun. 19, 2018
Applicant:

Architecture Technology Corporation, Eden Prairie, MN (US);

Inventors:

Colleen Kimball, Ithaca, NY (US);

Robert Joyce, Ithaca, NY (US);

Judson Powers, Ithaca, NY (US);

Matthew Donovan, Ithaca, NY (US);

Assignee:

Architecture Technology Corporation, Eden Prairie, MN (US);

Attorney:
Primary Examiner:
Assistant Examiner:
Int. Cl.
CPC ...
G06F 21/56 (2013.01); G06F 8/73 (2018.01); G06F 21/57 (2013.01); G06N 20/00 (2019.01);
U.S. Cl.
CPC ...
G06F 21/563 (2013.01); G06F 8/73 (2013.01); G06F 21/577 (2013.01); G06N 20/00 (2019.01); G06F 2221/033 (2013.01);
Abstract

Disclosed herein are embodiments of systems, methods, and products that execute tools to identify non-malicious faults in source codes introduced by engineers and programmers. The tools may execute a machine learning model on the source codes to perform sentiment analysis and pattern analysis on information associated with the source codes to generate annotated source code files identifying anomalies based on the sentiment analysis and the pattern analysis. One or more threat levels are then identified and ranked based on the one or more anomalies and a ranked list of the one or more threat levels is displayed on a graphical user interface of a computer.


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