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Security vulnerability early warning method, apparatus and device, and computer readable storage medium

A vulnerability and security technology, applied in computer parts, computer security devices, computing, etc., can solve the problem of difficulty in obtaining early warning information of code security vulnerabilities

Pending Publication Date: 2021-03-19
CHINA PING AN PROPERTY INSURANCE CO LTD
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  • Summary
  • Abstract
  • Description
  • Claims
  • Application Information

AI Technical Summary

Problems solved by technology

[0003] The main purpose of the present invention is to provide a security vulnerability early warning method, device, equipment and computer-readable storage medium, aiming to solve the technical problem that it is difficult to obtain the early warning information of code security vulnerabilities through the existing code security scanning method

Method used

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  • Security vulnerability early warning method, apparatus and device, and computer readable storage medium
  • Security vulnerability early warning method, apparatus and device, and computer readable storage medium
  • Security vulnerability early warning method, apparatus and device, and computer readable storage medium

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Embodiment Construction

[0059] It should be understood that the specific embodiments described here are only used to explain the present invention, not to limit the present invention.

[0060] The security vulnerability early warning method involved in the embodiment of the present invention is mainly applied to a security vulnerability early warning device, and the security vulnerability early warning device may be a device with display and processing functions such as a PC, a portable computer, and a mobile terminal.

[0061] refer to figure 1 , figure 1 It is a schematic diagram of the hardware structure of the security vulnerability early warning device involved in the solution of the embodiment of the present invention. In the embodiment of the present invention, the security breach early warning device may include a processor 1001 (such as a CPU), a communication bus 1002 , a user interface 1003 , a network interface 1004 , and a memory 1005 . Wherein, the communication bus 1002 is used to re...

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PUM

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Abstract

The invention relates to vulnerability detection, and provides a security vulnerability early warning method, apparatus and device, and a computer readable storage medium. According to the method, theobtained code submission data is preprocessed, so that dirty data in the code submission data can be removed, and the data accuracy is improved; the dimension reduction processing is carried out on the initial code data by adopting the manifold learning algorithm, so that the dimension and redundancy of the initial code data are reduced, and the to-be-analyzed data is more convenient to analyze;and finally, according to a random forest algorithm, screening and positioning the code information possibly having the security vulnerabilities, and further generating the code vulnerability early warning information, thereby realizing automatic generation of the code vulnerability early warning information. And related technicians can conveniently obtain the early warning information and troubleshoot possible security holes based on the early warning information, so that the security risk of the system is reduced. In addition, the invention also relates to a blockchain technology, and the code vulnerability early warning information can be stored in the blockchain.

Description

technical field [0001] The present invention relates to the technical field of vulnerability detection, in particular to a security vulnerability early warning method, device, equipment and computer-readable storage medium. Background technique [0002] Code security vulnerability scanning is one of the important links to ensure the successful release of product projects. However, with the gradual expansion of the project scale and the increase in the amount of code, there are more and more relevant information about code security scanning and code specification scanning, and it is difficult to check security vulnerabilities. also gradually increased. The existing security scanning methods, whether it is the Shenbing pipeline scanning method or the offline scanning method, even at the cost of consuming a large amount of software and hardware resources, it is difficult to accurately obtain useful scanning result information, let alone provide early warning of vulnerability in...

Claims

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Application Information

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IPC IPC(8): G06F21/57G06K9/62
CPCG06F21/577G06F18/213G06F18/24323G06F18/214
Inventor 肖爽
Owner CHINA PING AN PROPERTY INSURANCE CO LTD