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.

Date of Patent:
Nov. 05, 2019

Filed:

Jun. 18, 2015
Applicant:

Hewlett Packard Enterprise Development Lp, Houston, TX (US);

Inventors:

Jisheng Wang, Belmont, CA (US);

Min-yi Shen, Palo Alto, CA (US);

Prasad Palkar, Sunnyvale, CA (US);

Sriram Ramachandran, Fremont, CA (US);

Assignee:
Attorney:
Primary Examiner:
Assistant Examiner:
Int. Cl.
CPC ...
H04L 29/06 (2006.01); G06F 21/62 (2013.01); G06N 20/00 (2019.01); G06F 21/55 (2013.01); G06F 21/56 (2013.01);
U.S. Cl.
CPC ...
H04L 63/1433 (2013.01); G06F 21/552 (2013.01); G06F 21/566 (2013.01); G06F 21/6254 (2013.01); G06N 20/00 (2019.01); H04L 63/1416 (2013.01);
Abstract

Collaborative and adaptive threat intelligence. Data collected on a first customer network is received. One or more local models are trained with at least the received data, where the one or more local models are related to security. An amount of data to transmit to a centralized controller is determined based at least on a result of the training one or more local models and the determined amount of data is transmitted to the centralized controller. Result data is received from the centralized controller that is a result of one or more global models trained on the centralized controller using data collected on multiple customer networks including the first customer network. The one or more local models are adjusted using the received result data and the one or more adjusted local models are trained.


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