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:
Oct. 01, 2024
Filed:
Apr. 07, 2022
Applicant:
Oracle International Corporation, Redwood Shores, CA (US);
Inventors:
Hari Bhaskar Sankaranarayanan, Bangalore, IN;
Jean-Rene Gauthier, Temecula, CA (US);
Assignee:
Oracle International Corporation, Redwood Shores, CA (US);
Attorney:
Primary Examiner:
Int. Cl.
CPC ...
H04L 9/40 (2022.01); G06F 21/60 (2013.01); G06N 5/022 (2023.01);
U.S. Cl.
CPC ...
H04L 63/04 (2013.01); G06F 21/602 (2013.01); G06N 5/022 (2013.01); H04L 63/1433 (2013.01);
Abstract
Embodiments secure data on a cloud based network that comprises one or more machine learning ('ML') notebooks. Embodiments monitor activity on each of the ML notebooks, the activity including one or more commands. Embodiments classify each of the commands, the classifying including generating input parameters. Based on the input parameters, embodiments determine a risk score for each of the ML notebooks. When the risk score exceeds a predetermined threshold, embodiments generate an alert.