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:
Feb. 07, 2023

Filed:

May. 14, 2020
Applicant:

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

Inventors:

Fady Copty, Nazareth, IL;

Shai Doron, Kibuz Meggido, IL;

Reda Igbaria, Umm el-Fahem, IL;

Attorney:
Primary Examiner:
Assistant Examiner:
Int. Cl.
CPC ...
G06F 8/70 (2018.01); G06K 9/62 (2022.01); G06N 20/00 (2019.01);
U.S. Cl.
CPC ...
G06F 8/70 (2013.01); G06K 9/6232 (2013.01); G06K 9/6256 (2013.01); G06K 9/6268 (2013.01); G06N 20/00 (2019.01);
Abstract

An example system includes a processor to receive a source code sample to be classified. The processor can execute a hybrid code analysis to generate an internal analysis state. The processor can extract features from the internal analysis state via a trained machine learning model modified using transfer learning. The processor can generate a label based on the extracted features via a machine learning classifier model trained on internal analysis states of hybrid code analyses.


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Quick Actions:

Copty, Fady. (2023). Predicting code vulnerabilities using machine learning classifier models trained on internal analysis states (U.S. Patent No. 11573785). U.S. Patent and Trademark Office. https://idiyas.com/patent/badge/11573785

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

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