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:
May. 11, 2021
Filed:
Jun. 14, 2017
Applicant:
Intel Corporation, Santa Clara, CA (US);
Inventor:
Salmin Sultana, Hillsboro, OR (US);
Assignee:
Intel Corporation, Santa Clara, CA (US);
Attorney:
Primary Examiner:
Int. Cl.
CPC ...
G06N 5/04 (2006.01); G06F 17/11 (2006.01); G06N 20/00 (2019.01); G06N 3/04 (2006.01); G06F 21/55 (2013.01); G06N 5/00 (2006.01);
U.S. Cl.
CPC ...
G06N 5/04 (2013.01); G06F 17/11 (2013.01); G06F 21/552 (2013.01); G06N 3/0445 (2013.01); G06N 5/003 (2013.01); G06N 20/00 (2019.01);
Abstract
Described herein are techniques for dealing with the problem of security vulnerabilities in computer software due to undefined behavior that may be exploited by attackers. A machine learning (ML) model is used for detecting an exploit execution within a given trace of application execution. In a specific embodiment, the ML model identifies whether there is any gadget or gadget-chain execution at branch points of a subject program.