Unlock instant, AI-driven research and patent intelligence for your innovation.

Machine learning data filtering in cross-domain environment

A machine learning and data technology, applied in the field of information transfer between domains in a cross-domain solution environment, can solve the problems of long update cycle of virus definitions, increased deployment and mission operation risk situation, etc.

Active Publication Date: 2020-02-11
THE BOEING CO
View PDF6 Cites 2 Cited by
  • Summary
  • Abstract
  • Description
  • Claims
  • Application Information

AI Technical Summary

Problems solved by technology

Additionally, in classified environments where cross-domain solutions are typically deployed, virus definition update cycles may be longer than desired, thus increasing the risk posture of deployment and mission operations

Method used

the structure of the environmentally friendly knitted fabric provided by the present invention; figure 2 Flow chart of the yarn wrapping machine for environmentally friendly knitted fabrics and storage devices; image 3 Is the parameter map of the yarn covering machine
View more

Image

Smart Image Click on the blue labels to locate them in the text.
Viewing Examples
Smart Image
  • Machine learning data filtering in cross-domain environment
  • Machine learning data filtering in cross-domain environment
  • Machine learning data filtering in cross-domain environment

Examples

Experimental program
Comparison scheme
Effect test

Embodiment Construction

[0015] Reference will now be made in detail to the disclosed examples which are illustrated in the accompanying drawings. Wherever possible, the same reference numbers will be used throughout the drawings to refer to the same or like parts. In the following description, reference is made to the accompanying drawings, which form a part hereof and in which are shown by way of specific examples illustrated. These examples are described in sufficient detail to enable those skilled in the art to practice them, and it is to be understood that other examples may be utilized and changes may be made without departing from the scope of the present disclosure. Accordingly, the following description is exemplary only.

[0016] Cross-domain solutions in general, and transport cross-domain solutions in particular, are combined hardware and computer-executable software systems used with two or more isolated security domains (also known as "enclaves") to Data is securely transferred between...

the structure of the environmentally friendly knitted fabric provided by the present invention; figure 2 Flow chart of the yarn wrapping machine for environmentally friendly knitted fabrics and storage devices; image 3 Is the parameter map of the yarn covering machine
Login to View More

PUM

No PUM Login to View More

Abstract

Machine learning data filtering in a cross-domain environment is disclosed. Techniques for transferring data from a first domain to a second domain in a cross-domain environment are presented. The techniques can include accepting computer readable data in the first domain for transfer to the second domain, passing the computer readable data to a first machine learning classifier at the first domain trained with at least malware files publicly identified as malicious, passing the computer readable data to a second machine learning classifier at the first domain trained with at least malware files specific to the first domain, and transferring the computer readable data to a destination in the second domain.

Description

technical field [0001] The present disclosure generally relates to transferring information between domains in a cross-domain solution environment. Background technique [0002] Cross-domain solutions are in the form of controlled interfaces that provide the ability to manually and / or automatically access and / or transfer information between different security domains. See SANS Institute Reading Room, Shedding Light on Cross-domain Solutions, SANS Institute 2015. There are three basic types of cross-domain solutions: access, multilevel, and transport. Access solutions describe the user's ability to view and manipulate information from domains with different security levels and warnings. The multi-level access solution uses trusted tags and integrated mandatory access control schemes to parse data based on user credentials and permissions to authenticate read and write permissions. Transport solutions provide the ability to move information between domains with different se...

Claims

the structure of the environmentally friendly knitted fabric provided by the present invention; figure 2 Flow chart of the yarn wrapping machine for environmentally friendly knitted fabrics and storage devices; image 3 Is the parameter map of the yarn covering machine
Login to View More

Application Information

Patent Timeline
no application Login to View More
Patent Type & Authority Applications(China)
IPC IPC(8): H04L29/06G06K9/62G06F21/55
CPCH04L63/0227H04L63/0209H04L63/145G06F21/556G06F18/28G06F2221/2113G06F21/564G06F21/566G06F21/606H04L67/06H04L63/1416G06N20/20G06N3/045G06N20/00H04L63/0245
Inventor B·C·格鲁贝尔R·L·沃德
Owner THE BOEING CO