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Software vulnerability prediction method and device, computer equipment and storage medium

A software vulnerability and prediction method technology, applied in computer parts, computer security devices, software testing/debugging, etc., to achieve the effect of improving testing efficiency and effectiveness

Pending Publication Date: 2021-02-26
BEIJING KINGSOFT CLOUD NETWORK TECH CO LTD
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  • Summary
  • Abstract
  • Description
  • Claims
  • Application Information

AI Technical Summary

Problems solved by technology

[0005] In view of this, in order to solve the above-mentioned technical problem of lack of prediction for software function vulnerabilities, embodiments of the present invention provide a software vulnerability prediction method, device, computer equipment, and storage medium

Method used

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  • Software vulnerability prediction method and device, computer equipment and storage medium
  • Software vulnerability prediction method and device, computer equipment and storage medium
  • Software vulnerability prediction method and device, computer equipment and storage medium

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Embodiment Construction

[0039] In order to make the purpose, technical solutions and advantages of the embodiments of the present invention clearer, the technical solutions in the embodiments of the present invention will be clearly and completely described below in conjunction with the drawings in the embodiments of the present invention. Obviously, the described embodiments It is a part of embodiments of the present invention, but not all embodiments. 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.

[0040] In order to facilitate the understanding of the embodiments of the present invention, further explanations will be given below with specific embodiments in conjunction with the accompanying drawings, which are not intended to limit the embodiments of the present invention.

[0041] figure 1 A schematic flowchart of a software vulnerab...

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Abstract

Embodiments of the invention relate to a software vulnerability prediction method and apparatus, a computer device and a storage medium. The method comprises the steps of obtaining at least one groupof vulnerability data obtained by performing a software test on to-be-tested software in a previous test period; inputting the at least one group of vulnerability data into a trained software vulnerability prediction model to obtain prediction parameters, the prediction parameters at least comprising a plurality of software vulnerabilities and the probability of occurrence of each software vulnerability of the to-be-tested software; and according to the prediction parameter, determining a target software vulnerability to occur in the to-be-tested software in the current test period, so that the possible vulnerability can be specifically and emphatically tested according to the prediction result of the model in the later software test process, and the software test efficiency and effect areimproved.

Description

technical field [0001] The embodiments of the present invention relate to the field of software testing, and in particular to a software vulnerability prediction method, device, computer equipment and storage medium. Background technique [0002] In recent years, with the rapid development of computers and the increasing scale and complexity of software development, software reliability has received more and more attention. Scholars have proposed a variety of software reliability prediction models to evaluate and predict software reliability. [0003] However, the above-mentioned software reliability prediction models all predict vulnerabilities from the software level, and in software testing work, there are more and more demands for the prediction of software function level vulnerabilities, that is, the prediction of software vulnerabilities. [0004] For the above technical problems, no effective solution has been proposed yet. Contents of the invention [0005] In vie...

Claims

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Application Information

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Patent Type & Authority Applications(China)
IPC IPC(8): G06F21/57G06F11/36G06F8/65G06K9/62G06N3/04G06N20/00
CPCG06F21/577G06F11/3688G06F8/65G06N20/00G06N3/048G06F18/24
Inventor 吴存杰陈怡兴
Owner BEIJING KINGSOFT CLOUD NETWORK TECH CO LTD
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