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:
Dec. 29, 2020
Filed:
Jan. 27, 2018
Applicant:
Vectra Networks, Inc., San Jose, CA (US);
Inventors:
Matthew R. Silver, Arlington, MA (US);
Sohrob Kazerounian, Somerville, MA (US);
Assignee:
Vectra AI, Inc., San Jose, CA (US);
Attorney:
Primary Examiner:
Assistant Examiner:
Int. Cl.
CPC ...
H04L 29/06 (2006.01); G06N 5/02 (2006.01); G06N 3/08 (2006.01); H04L 12/26 (2006.01); G06N 3/04 (2006.01); H04L 12/24 (2006.01);
U.S. Cl.
CPC ...
H04L 63/1425 (2013.01); G06N 3/0454 (2013.01); G06N 3/084 (2013.01); G06N 5/02 (2013.01); H04L 41/147 (2013.01); H04L 41/16 (2013.01); H04L 43/04 (2013.01); H04L 43/062 (2013.01);
Abstract
Disclosed is an improved method, system, and computer program product for learning representations or embeddings of network flow traffic. The disclosed invention operates on network flow data which are then used as inputs to a deep-learning architecture that learns to embed the data into a vector space.