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A vulnerability classification and statistics system and method based on vulnerability platform

A technology of classification statistics and vulnerabilities, which is applied in the field of vulnerability classification and statistics system based on the vulnerability platform, can solve the problems of consuming a lot of manpower and time, unable to classify and count vulnerabilities, etc., and achieve the effect of improving archiving efficiency

Active Publication Date: 2020-08-04
东北大学秦皇岛分校
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  • Summary
  • Abstract
  • Description
  • Claims
  • Application Information

AI Technical Summary

Problems solved by technology

[0003] At present, in order to protect the information security of network users, each website adopts a special central organization for unified maintenance of security vulnerabilities, that is, manually collects security issues, organizes special personnel to verify and verify vulnerability issues, and archives vulnerabilities, etc. However, these Maintenance work requires a lot of manpower and time, and it is impossible to clearly classify and count vulnerabilities in different regions, different organizations, and at different times

Method used

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  • A vulnerability classification and statistics system and method based on vulnerability platform
  • A vulnerability classification and statistics system and method based on vulnerability platform
  • A vulnerability classification and statistics system and method based on vulnerability platform

Examples

Experimental program
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Effect test

Embodiment 1

[0091] figure 2 It is a schematic structural diagram of Embodiment 1 of the vulnerability platform-based security analysis and evaluation system of the present invention.

[0092] Such as figure 2 As shown, a vulnerability classification and statistics system based on the vulnerability platform, including:

[0093] The data acquisition module 201 is used to acquire the vulnerability data crawled by the crawler script written on the selected platform;

[0094] A data feature extraction module 202, configured to extract data features from the vulnerability data using feature keyword extraction technology;

[0095] Automatic classification model building module 203, for utilizing machine learning and natural language processing technology to establish automatic classification model;

[0096] A classification module 204, configured to use the automatic classification model to classify the data features to obtain different vulnerability types;

[0097] The statistical module ...

Embodiment 2

[0127] image 3 It is a schematic structural diagram of Embodiment 2 of the vulnerability platform-based security analysis and evaluation system of the present invention.

[0128] Such as image 3As shown, crawling vulnerability data by writing corresponding crawler scripts from multiple vulnerability information disclosure platforms; crawling corresponding vulnerability data from organizations including listed companies, government agencies, start-up companies and educational institutions, as well as data from hacker forums Vulnerability data; classify the vulnerability data to get different types of vulnerabilities.

[0129] Specifically, the different types of vulnerabilities in different years, different regions, and different organizations are obtained through the automatic classification model; the percentage of the number of single types of vulnerabilities in the total number of vulnerabilities is calculated; the change trend of the number of single types of vulnerabil...

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Abstract

The invention discloses a vulnerability classification and statistics method based on a vulnerability platform. The method comprises: adopting a feature keyword extraction technology to extract data features of the vulnerability data; Automatic Classification Model Based on Machine Learning and Natural Language Processing; Adopting the automatic classification model to classify the data features to obtain different vulnerability types; According to the occurrence of different types of vulnerabilities, the distribution of vulnerabilities of different organizations in different regions was statistically analyzed. The invention can pertinently analyze the occurrence conditions of different types of loopholes, carry out clear classification statistics on the loopholes in different regions, different organizations and different times, and improve the loophole archiving efficiency.

Description

technical field [0001] The invention relates to the technical field of electronic information, in particular to a vulnerability classification and statistics system and method based on a vulnerability platform. Background technique [0002] With the continuous development of information technology, the degree of informatization of human society is getting higher and higher, and the dependence of the whole society on network information is also getting higher and higher, so the importance of network security is also getting higher and higher. At present, there are more and more attacks that threaten network security, for example, vulnerability attacks. Vulnerabilities are defects in the specific implementation of hardware, software, protocols or system security policies, which allow attackers to access or destroy the system without authorization. At present, many administrative agencies and corporate websites use third-party website building systems, and these third-party we...

Claims

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Application Information

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Patent Type & Authority Patents(China)
IPC IPC(8): G06F40/205G06F16/35G06F21/57
CPCG06F21/577G06F40/205
Inventor 姚茗亮史闻博鲁冰洁刘懿莹何忠郑乾龙
Owner 东北大学秦皇岛分校