System and method for network data characterization
US9832216B2 · kind B2 · utility
Assignee
Inventors
Key dates
| Filing date | Nov 16, 2015 |
| Grant date | Nov 28, 2017 |
| Priority date | — |
| Expiry date | Feb 26, 2036 |
Classification
- Technology area (CPC H)Electricity
- CPC primaryH04L63/0263
- WIPO fieldDigital communication
- WIPO sectorElectrical engineering
Abstract
Described herein are embodiments of a system and method for network data characterization and/or classification that overcome the defects of the prior art. These and other advantages are achieved by a method for network data characterization. The method includes receiving network events, wherein at least some of the events include content, converting the received content into data messages, in which at least some of the data messages include the content and metadata describing an event and the content, routing the data messages to a plurality of analyzers based on specified message criteria to which each analyzer subscribes, each of one or more analyzers that received the routed data messages analyzing the content within the data messages in order to characterize the content, in which the one or more analyzers include at least one machine-learning analyzer that classifies the content with a confidence percentage that indicates the probability that the content is malign or the confidence that a prediction that the content is malign is correct, outputting the characterization results of the one or more analyzers, and comparing the output characterization results against a plurality o…
Source: USPTO / EPO open patent data. Objective bibliographic and citation counts.