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. 22, 2022
Filed:
Jul. 18, 2019
Applicant:
Trend Micro Incorporated, Tokyo, JP;
Inventors:
Chin-En Yang, Taipei, TW;
Wen-Kwang Tsao, Taipei, TW;
Yi-De Wu, Taipei, TW;
Yu-Hsuan Chou, Taipei, TW;
Jaime Yaneza, Jr., Irving, TX (US);
Assignee:
Trend Micro Incorporated, Tokyo, JP;
Attorney:
Primary Examiner:
Int. Cl.
CPC ...
H04L 29/06 (2006.01); G06N 20/00 (2019.01); G06N 5/04 (2006.01);
U.S. Cl.
CPC ...
H04L 63/20 (2013.01); G06N 5/04 (2013.01); G06N 20/00 (2019.01); H04L 63/1416 (2013.01); H04L 63/1425 (2013.01);
Abstract
A cybersecurity system includes sensors that detect and report computer security events. Collected reports of computer security events are formed into state sequences, which are used as training data to train and build a prediction model. A current computer security event is detected and used as an input to the prediction model, which provides a prediction of a next computer security event. A monitoring level of a cybersecurity sensor is adjusted in accordance with the predicted next computer security event.