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. 20, 2025
Filed:
Aug. 03, 2022
Sap SE, Walldorf, DE;
Merve Sahin, Antibes, FR;
Cedric Hebert, Mouans Sartoux, FR;
Noemi Daniele, Milan, IT;
Francesco Di Cerbo, Antibes, FR;
SAP SE, Walldorf, DE;
Abstract
A trained machine learning model can determine whether a portion of programming code contains a security event. The determination can be included in a security assessment. The category of security event can also be determined. During training, observed portions of programming code labeled according to whether they contain a security event and the category of security event can be tokenized. Vectors can be generated from the tokens. The machine learning model can generate a new vector for an incoming portion of programming code and compare against combined vectors for the observed portions of programming code. A security assessment can indicate whether the incoming portion of programming code contains a security event, the category of the event, or both. For training purposes, security logging statements can be removed from training code.