https://github.com/sophos/gpt3-and-cybersecurity
GPT-3 use cases for Cybersecurity
https://github.com/sophos/gpt3-and-cybersecurity
Last synced: 18 days ago
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GPT-3 use cases for Cybersecurity
- Host: GitHub
- URL: https://github.com/sophos/gpt3-and-cybersecurity
- Owner: sophos
- License: apache-2.0
- Created: 2022-07-22T01:43:19.000Z (almost 3 years ago)
- Default Branch: main
- Last Pushed: 2023-09-20T01:09:32.000Z (over 1 year ago)
- Last Synced: 2024-11-05T10:44:49.869Z (6 months ago)
- Language: Python
- Size: 299 KB
- Stars: 51
- Watchers: 5
- Forks: 15
- Open Issues: 0
-
Metadata Files:
- Readme: README.md
- License: LICENSE
Awesome Lists containing this project
- awesome-gpt-security - GPT-3 use cases for Cybersecurity
README
# Sophos AI GPT-3 for Cybersecurity Repository
A key lesson of recent deep learning successes is that as we scale neural networks, they get better, and sometimes in game-changing ways.
This repo provides two applications which demonstrate how GPT-3 opens new vistas for cybersecurity.
## How do I get started?
There are two use cases for spam detection and command analysis.
As the code in this repo uses OpenAI API, set the OPENAI_API_KEY enviroment variable as your api key.
Refer to the OpenAI documentation in https://beta.openai.com/docs/introduction.
### Spam detector
Spam detector demonstrates how to identify spam messages using GPT-3 few-shot learning or fine-tuning.
Change directory to spam_detector folder and follow the [instructions](./spam_detector/README.md).
### Command analyzer
Command analyzer shows how to analyzer complex command lines using GPT-3 few-shot learning.
Change directory to command_analyzer folder and follow the [instructions](./command_analyzer/README.md).
## How do I cite GPT-3 for Cybersecurity?
*Questions, ideas, feedback appreciated, please email [email protected]*
@misc{Lee2022,
author = {Lee, Younghoo},
title = {GPT-3 for Cybersecurity},
year = {2022},
publisher = {GitHub},
journal = {GitHub repository},
howpublished = {\url{https://github.com/sophos-ai/gpt3-cybersecurity/}}
}