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:
Feb. 01, 2022
Filed:
Jul. 11, 2019
Cisco Technology, Inc., San Jose, CA (US);
Jean-Philippe Vasseur, Anchorage, AK (US);
Sébastien Gay, Les Rousses, FR;
Grégory Mermoud, Veyras, CH;
Pierre-André Savalle, Rueil-Malmaison, FR;
Alexandre Honoré, Schaerbeek, BE;
Fabien Flacher, Antony, FR;
Cisco Technology, Inc., San Jose, CA (US);
Abstract
In one embodiment, a networking device at an edge of a network generates a first set of feature vectors using information regarding one or more characteristics of host devices in the network. The networking device forms the host devices into device clusters dynamically based on the first set of feature vectors. The networking device generates a second set of feature vectors using information regarding traffic associated with the device clusters. The networking device models interactions between the device clusters using a plurality of anomaly detection models that are based on the second set of feature vectors.