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一种使用ChatGPT的源代码安全漏洞检测方法

余里辉 胡少文 黄浪鑫 罗澍寰

计算机与现代化Issue(4):88-91,120,5.
计算机与现代化Issue(4):88-91,120,5.DOI:10.3969/j.issn.1006-2475.2024.04.015

一种使用ChatGPT的源代码安全漏洞检测方法

A Source Code Security Vulnerability Detection Method Using ChatGPT

余里辉 1胡少文 1黄浪鑫 1罗澍寰1

作者信息

  • 1. 江西省科技基础条件平台中心(江西省计算中心),江西 南昌 330003
  • 折叠

摘要

Abstract

As the security issues of software and information systems become more and more prominent,as an important part,the security of source code is the bottom key point.How to quickly and accurately detect security vulnerabilities of source code is par-ticularly important.This paper proposes a source code security vulnerability detection method based on ChatGPT,which takes ad-vantage of ChatGPT in the field of natural language processing,converts source code into natural language form,and then uses ChatGPT to process it to identify potential security vulnerabilities.This method can detect various types of security vulnerabili-ties,such as insecure design,SQL injection and so on.We demonstrate the superiority and accuracy of our approach through ex-perimental analysis of security vulnerability detection on source codes of publicly available datasets.

关键词

源代码安全/ChatGPT/漏洞检测/SQL注入

Key words

source code security/ChatGPT/vulnerability detection/SQL injection

分类

信息技术与安全科学

引用本文复制引用

余里辉,胡少文,黄浪鑫,罗澍寰..一种使用ChatGPT的源代码安全漏洞检测方法[J].计算机与现代化,2024,(4):88-91,120,5.

基金项目

江西省03专项及5G项目(20224ABC03W02) (20224ABC03W02)

计算机与现代化

OACSTPCD

1006-2475

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