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. 14, 2021
Filed:
Aug. 14, 2018
Applicant:
Vmware, Inc., Palo Alto, CA (US);
Inventors:
Bin Zan, Santa Clara, CA (US);
Dexiang Wang, Sunnyvale, CA (US);
Zhen Mo, Sunnyvale, CA (US);
Vijay Ganti, Cupertino, CA (US);
Assignee:
VMware, Inc., Palo Alto, CA (US);
Attorney:
Primary Examiner:
Int. Cl.
CPC ...
H04L 29/06 (2006.01); G06K 9/62 (2006.01);
U.S. Cl.
CPC ...
H04L 63/1425 (2013.01); G06K 9/6223 (2013.01); G06K 9/6272 (2013.01); H04L 63/1416 (2013.01);
Abstract
Feature vectors are abstracted from data describing application processes. The feature vectors are grouped to define non-anomalous clusters of feature vectors corresponding to normal application behavior. Subsequent feature vectors are considered anomalous if they do not fall within one of the non-anomalous clusters; alerts are issued for anomalous feature vectors. In addition, the subsequent feature vectors may be used to regroup feature vectors to adapt to changes in what constitutes normal application behavior.