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https://github.com/Alexyskoutnev/SecurityGPT
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.
https://github.com/Alexyskoutnev/SecurityGPT
Last synced: 4 days ago
JSON representation
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.
- Host: GitHub
- URL: https://github.com/Alexyskoutnev/SecurityGPT
- Owner: Alexyskoutnev
- Created: 2023-10-08T21:18:04.000Z (over 1 year ago)
- Default Branch: main
- Last Pushed: 2023-12-11T17:58:01.000Z (about 1 year ago)
- Last Synced: 2024-04-16T04:04:30.685Z (9 months ago)
- Language: Python
- Size: 37.1 MB
- Stars: 3
- Watchers: 2
- Forks: 1
- Open Issues: 0
-
Metadata Files:
- Readme: README.md
- Security: securityGPT.egg-info/PKG-INFO
Awesome Lists containing this project
- Awesome-LLM4Security - SecurityGPT
- Awesome-LLM4Security - SecurityGPT
README
# 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:
```console
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:
```console
pip3 -e install .
```
To check all dependencies, run the following command:
```console
pip3 list
```