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A method and system for ip location based on random forest

A random forest and positioning method technology, applied in the network field, can solve the problems of insufficient accuracy of the IP address database and the inability to meet the requirements of the security field for IP positioning accuracy, etc.

Active Publication Date: 2021-03-05
戎腾科技(长沙)有限公司
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  • Summary
  • Abstract
  • Description
  • Claims
  • Application Information

AI Technical Summary

Problems solved by technology

[0004] However, although the existing IP address database provides users with relevant information, the accuracy of the IP address database is insufficient, and there is no way to meet the accuracy requirements of the security field for IP positioning.

Method used

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  • A method and system for ip location based on random forest
  • A method and system for ip location based on random forest
  • A method and system for ip location based on random forest

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Embodiment Construction

[0065] The core of the present invention is to provide a random forest-based IP positioning method and system, using the principle of time delay and distance positive correlation, the time delay information of each anchor point to landmark obtained through the network detection of anchor points and landmarks, will The time delay information is trained by random forest to obtain an IP positioning model based on random forest. Using the IP positioning model based on random forest, the IP geographical location can be located through the IP address to be queried, which solves the problem of the accuracy of the IP address database in the existing IP positioning. Insufficient, unable to meet the precision requirements for IP positioning in the security field.

[0066] In order to enable those skilled in the art to better understand the technical solutions in the present application, the technical solutions in the embodiments of the present application will be clearly and completely d...

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Abstract

The present application discloses an IP positioning method and system based on a random forest, which solves the lack of accuracy of the IP address database in the existing IP positioning and cannot meet the accuracy requirements of the security field for IP positioning. The method includes: setting at least two detection servers as anchor points; obtaining at least two landmarks by comparing at least two IP address databases; performing network detection between all anchor points and all landmarks to obtain all anchor points and all landmarks The time delay information between; carry out random forest training according to the time delay information, obtain the IP positioning model based on random forest; input the IP address to be queried into the IP positioning model based on random forest, and obtain the IP geographic location of the IP address to be queried.

Description

technical field [0001] The invention relates to the network field, in particular to an IP positioning method and system based on random forest. Background technique [0002] IP positioning is to determine the specific geographical location of the device according to the IP address of the network device. The IP positioning function plays a vital role in the field of positioning targets and network security. In the field of network security, the geographical location of the IP address of the computer that initiated the attack is very important information for security situation awareness, and IP positioning is required to play a role. [0003] The most common method of IP positioning is to query the IP address database. The database provides users with relevant information such as countries, provinces, and cities. It can be compared with several existing databases to find the correct IP positioning information. Common IP addresses The databases are Maxmind GeoIP2 and IP2locat...

Claims

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Application Information

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Patent Type & Authority Patents(China)
IPC IPC(8): G06N7/00H04L29/12
CPCH04L61/5007H04L2101/69G06N7/01
Inventor 屈晓阳唐靖飚陈一骄张晓哲黄高平胡都欢杨白周滔顺李拓丁涛张鹏
Owner 戎腾科技(长沙)有限公司