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. 22, 2020
Filed:
Sep. 28, 2018
Applicant:
Symantec Corporation, Mountain View, CA (US);
Inventors:
Assignee:
NORTONLIFELOCK INC., Mountain View, CA (US);
Attorney:
Primary Examiner:
Int. Cl.
CPC ...
H04L 29/06 (2006.01); G06N 3/08 (2006.01);
U.S. Cl.
CPC ...
H04L 63/1425 (2013.01); G06N 3/08 (2013.01); H04L 63/145 (2013.01);
Abstract
Log text is encoded into a low dimensional feature vector. A temporal predictive model is constructed based on the low dimensional feature vector. The temporal predictive model is used to calculate probabilities of the occurrence of security incidents based on signature names from the log text encoded in the low dimensional feature vector. A preventative security action is automatically taken in response to the calculated probability of the occurrence of a specific security incident exceeding a given threshold.