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:
May. 09, 2023

Filed:

Jun. 30, 2021
Applicant:

Amazon Technologies, Inc., Seattle, WA (US);

Inventors:

Barak Wasserstrom, Mitzpe Aviv, IL;

Adi Habusha, Alonei Abba, IL;

Ron Diamant, Santa Clara, CA (US);

Erez Sabbag, Koranit, IL;

Assignee:

Amazon Technologies, Inc., Seattle, WA (US);

Attorney:
Primary Examiner:
Int. Cl.
CPC ...
G06F 9/30 (2018.01); G06F 9/455 (2018.01); G06N 3/08 (2023.01); G06K 9/62 (2022.01); G06F 9/38 (2018.01);
U.S. Cl.
CPC ...
G06F 9/30058 (2013.01); G06F 9/3836 (2013.01); G06F 9/45558 (2013.01); G06K 9/6256 (2013.01); G06N 3/08 (2013.01);
Abstract

Execution flows of a program can be characterized by a series of execution events. The rates at which these execution events occur for a particular program can be collected periodically, and the execution events statistics can be utilized for both training a machine learning model, and later on for making classification inferences to determine whether a program run contains any abnormality. When an abnormality is encountered, an alert can be generated and provided to supervisory logic of a computing system to indicate that an abnormal program flow has been detected.


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