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
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  • Summary
  • Abstract
  • Description
  • Claims
  • Application Information

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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

Method used

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  • 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

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[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...

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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...

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Application Information

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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
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