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:
Mar. 16, 2021
Filed:
Sep. 29, 2017
Applicant:
Microsoft Technology Licensing, Llc, Redmond, WA (US);
Inventors:
Pengcheng Luo, Cambridge, MA (US);
Reeves Hoppe Briggs, Boxborough, MA (US);
Bryan Robert Jeffrey, Littleton, MA (US);
Naveed Azeemi Ahmad, Medford, MA (US);
Assignee:
Microsoft Technology Licensing, LLC, Redmond, WA (US);
Primary Examiner:
Assistant Examiner:
Int. Cl.
CPC ...
G06F 21/57 (2013.01); G06F 21/55 (2013.01); G06N 5/02 (2006.01); G06F 21/56 (2013.01); G06N 20/20 (2019.01); G06F 21/60 (2013.01);
U.S. Cl.
CPC ...
G06F 21/57 (2013.01); G06F 21/552 (2013.01); G06F 21/554 (2013.01); G06F 21/566 (2013.01); G06N 5/025 (2013.01); G06N 20/20 (2019.01); G06F 21/60 (2013.01);
Abstract
A set of candidate malicious activity identification models are trained and evaluated against a production malicious activity identification model to identify a best performing model. If the best performing model is one of the candidate models, then an alert threshold is dynamically set for the best performing model, for each of a plurality of different urgency levels. A reset threshold, for each urgency level, is also dynamically set for the best performing model.