Looking for breakthrough ideas for innovation challenges? Try Patsnap Eureka!

Mobile terminal data association analysis method and device based on LWSVR and storage medium

A mobile terminal and data association technology, applied in the field of network security, can solve problems such as complex situation and difficult comprehensive analysis of mobile terminal network situation, and achieve the effect of improving accuracy and real-time performance

Pending Publication Date: 2019-04-12
COMP NETWORK INFORMATION CENT CHINESE ACADEMY OF SCI
View PDF4 Cites 0 Cited by
  • Summary
  • Abstract
  • Description
  • Claims
  • Application Information

AI Technical Summary

Problems solved by technology

At present, mobile terminals have different risks and hidden dangers in different application scenarios, and there are many types of security risks, and the situation is complicated, so it is difficult to comprehensively analyze the network situation of mobile terminals in real time

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
  • Mobile terminal data association analysis method and device based on LWSVR and storage medium
  • Mobile terminal data association analysis method and device based on LWSVR and storage medium
  • Mobile terminal data association analysis method and device based on LWSVR and storage medium

Examples

Experimental program
Comparison scheme
Effect test

Embodiment Construction

[0040] The following will clearly and completely describe the technical solutions in the embodiments of the present invention with reference to the accompanying drawings in the embodiments of the present invention. Obviously, the described embodiments are only some, not all, embodiments of the present invention. Based on the embodiments of the present invention, all other embodiments obtained by persons of ordinary skill in the art without making creative efforts belong to the protection scope of the present invention.

[0041] An embodiment of the present invention provides a method for performing association analysis of mobile terminal data based on LWSVR, such as figure 1 As shown, the method includes:

[0042] 101. Acquire a mobile terminal data set, where the mobile terminal data set includes a plurality of mobile terminal data;

[0043] 102. Input the mobile terminal data set into a locally weighted support vector regression LWSVR model, and extract features to obtain a...

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

The embodiment of the invention discloses a mobile terminal data association analysis method and device based on LWSVR and a storage medium, and relates to the field of network security. The method comprises the following steps: acquiring a mobile terminal data set, wherein the mobile terminal data set comprises a plurality of mobile terminal data; inputting the mobile terminal data set into an LWSVR model, and extracting features to obtain a data feature set; P; performing association analysis on each data feature in the data feature set to obtain a global data feature; and obtaining the security situation of the mobile terminal based on the global data characteristics. The accuracy of mobile terminal security situation analysis can be improved.

Description

technical field [0001] The present invention relates to the field of network security, in particular to a method, device and storage medium for performing association analysis of mobile terminal data based on LWSVR. Background technique [0002] With the continuous development of network technology, the use of mobile terminals is also becoming more and more popular, becoming a commonly used device that users cannot obtain. The analysis of the network security situation of mobile terminals and the acquisition of potential risks and hidden dangers have also become urgent problems to be solved. At present, mobile terminals have different risks and hidden dangers in different application scenarios, and there are many types of security risks, and the situation is complicated, so it is difficult to comprehensively analyze the network situation of mobile terminals in real time. Contents of the invention [0003] Embodiments of the present invention provide a method, device and s...

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
IPC IPC(8): G06F16/28
Inventor 龙春万巍申罕骥赵静杨帆
Owner COMP NETWORK INFORMATION CENT CHINESE ACADEMY OF SCI
Who we serve
  • R&D Engineer
  • R&D Manager
  • IP Professional
Why Patsnap Eureka
  • Industry Leading Data Capabilities
  • Powerful AI technology
  • Patent DNA Extraction
Social media
Patsnap Eureka Blog
Learn More
PatSnap group products

Browse by: Latest US Patents, China's latest patents, Technical Efficacy Thesaurus, Application Domain, Technology Topic, Popular Technical Reports.

© 2024 PatSnap. All rights reserved.Legal|Privacy policy|Modern Slavery Act Transparency Statement|Sitemap|About US| Contact US: help@patsnap.com