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:
Feb. 09, 2021
Filed:
Jan. 10, 2018
Applicant:
Intel Corporation, Santa Clara, CA (US);
Inventor:
Li Chen, Hillsboro, OR (US);
Assignee:
Intel Corporation, Santa Clara, CA (US);
Attorney:
Primary Examiner:
Int. Cl.
CPC ...
G06F 21/00 (2013.01); H04L 29/06 (2006.01); G06F 21/56 (2013.01); G06N 3/04 (2006.01); G06N 20/00 (2019.01); G06N 3/08 (2006.01); G06F 9/30 (2018.01);
U.S. Cl.
CPC ...
H04L 63/1416 (2013.01); G06F 21/563 (2013.01); G06N 3/04 (2013.01); G06N 3/088 (2013.01); G06N 20/00 (2019.01); H04L 63/1408 (2013.01); G06F 9/3005 (2013.01); G06F 2221/033 (2013.01);
Abstract
A technique includes processing a plurality of sets of program code to extract call graphs; determining similarities between the call graphs; applying unsupervised machine learning to an input formed from the determined similarities to determine latent features of the input; clustering the determined latent features; and determining a characteristic of a given program code set of the plurality of program code sets based on a result of the clustering.