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:
Sep. 30, 2025
Filed:
Jun. 01, 2023
Applicant:
Microsoft Technology Licensing, Llc, Redmond, WA (US);
Inventors:
Yoni Zukerman, Matan, IL;
Hani Hana Neuvirth, Tel-Aviv, IL;
Idan Belaiev, Hatzav, IL;
Dror Cohen, Tel-Aviv, IL;
Miriam Weissler, Kiryat Ye'arim, IL;
Assignee:
Microsoft Technology Licensing, LLC, Redmond, WA (US);
Attorney:
Primary Examiner:
Int. Cl.
CPC ...
H04L 9/40 (2022.01); G06N 20/00 (2019.01); H04L 41/16 (2022.01);
U.S. Cl.
CPC ...
H04L 63/1441 (2013.01); G06N 20/00 (2019.01); H04L 41/16 (2013.01); H04L 63/1425 (2013.01);
Abstract
A computer-implemented method, computer device and computer program are provided for training a Machine Learning model based on a plurality of signal records, each signal record comprising an entity identifier, a signal identifier and a timestamp. Signal records related to an entity can be input into the trained Machine Learning model. The trained Machine Learning model can be used to determine if an entity is malicious.