Skip to content
/ SecurityGPT Public

This repository contains code, models, and resources related to our research project on enhancing the classification of Security Bug Reports (SBRs) within software source code using Large Language Models (LLMs). We have developed and fine-tuned LLMs to address the critical task of identifying security vulnerabilities in code.

5 stars 3 forks Branches Tags Activity
Star
Notifications You must be signed in to change notification settings

Alexyskoutnev/SecurityGPT

BranchesTags

Repository files navigation

SecurityGPT

SecurityGPT is a custom GPT model designed to classify bug report documents. The model was trained on bug reports from Chromium and OpenStack.

Installation

To automate the installation process, run the following commands:

conda create -n securityGPT python=3.10
conda activate securityGPT
chmod +x install.sh
./install.sh

To install SecurityGPT in your local Python environment, use the following commands:

pip3 -e install .

To check all dependencies, run the following command:

pip3 list

About

This repository contains code, models, and resources related to our research project on enhancing the classification of Security Bug Reports (SBRs) within software source code using Large Language Models (LLMs). We have developed and fine-tuned LLMs to address the critical task of identifying security vulnerabilities in code.

Resources

Readme
Activity

Stars

5 stars

Watchers

3 watching

Forks

3 forks
Report repository

Releases

No releases published

Packages

No packages published

Languages