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.
Patent No.:
Date of Patent:
Jan. 31, 2023
Filed:
Feb. 04, 2020
Accenture Global Solutions Limited, Dublin, IE;
Sidath Handurukande, Athlone, IE;
Finbarr Tarrant, Dublin, IE;
David Glyn Darkin, Dublin, IE;
Owen McGauley, Wicklow, IE;
Mehdi Sanoh, Dublin, IE;
Karel Kohout, Prague, CZ;
Richard Levine, Marston Mills, MA (US);
Ganesh Devarajan, Hawthorn Woods, IL (US);
ACCENTURE GLOBAL SOLUTIONS LIMITED, Dublin, IE;
Abstract
Systems and methods are provided for the classification of identified security vulnerabilities in software applications, and their automated triage based on machine learning. The disclosed system may generate a report listing detected potential vulnerability issues, and extract features from the report for each potential vulnerability issue. The system may receive policy data and business rules, and compare the extracted features relative to such data and rules. The system may determine a token based on the source code of a potential vulnerability issue, and a vector based on the extracted features of a potential vulnerability issue and based on the token. The system may select a machine learning modelling method and/or an automated triaging method based on the vector, and determine a vulnerability accuracy score based on the vector using the selected method.