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. 17, 2020

Filed:

Aug. 09, 2016
Applicant:

International Business Machines Corporation, Armonk, NY (US);

Inventors:

Aleksandr Y. Aravkin, Seattle, WA (US);

Salvatore Angelo Guarnieri, New York, NY (US);

Marco Pistoia, Amawalk, NY (US);

Omer Tripp, Bronx, NY (US);

Attorney:
Primary Examiner:
Assistant Examiner:
Int. Cl.
CPC ...
G06N 20/00 (2019.01); G06F 21/56 (2013.01); G06F 21/57 (2013.01);
U.S. Cl.
CPC ...
G06N 20/00 (2019.01); G06F 21/562 (2013.01); G06F 21/577 (2013.01); G06F 2221/033 (2013.01);
Abstract

Techniques for generating a warning filter to filter the warnings output from a static program analysis tool are provided. In one example, a computer-implemented method comprises determining feature vector data for a set of warnings, wherein the set of warnings is generated in response to static analysis of a computer program, and wherein the feature vector data comprises a feature vector indicative of an attribute of a warning of the set of warnings. The computer-implemented method also comprises determining a warning filter that identifies a first subset of the set of warnings as representing true positives based on the feature vector data and classified warning data, and wherein the classified warning data represents a second subset of the set of warnings that have been classified to indicate whether respective members of the second subset are indicative of true positives.


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