AutoRedTeam Introduction
AutoRedTeam is a cutting-edge tool designed for red-teaming, specifically targeting AI systems like GPT for security testing. This project automates the process of injecting prompts into GPT interfaces, recording the successful breaches to evaluate the model's resilience against security threats. Features
Automated Prompt Injection: Tests GPT interfaces for vulnerabilities through crafted prompts.
Integration with AgentOps AI: Monitors and records each successful injection attempt for in-depth analysis.
Selenium Web Automation: Utilizes Selenium for simulating human-like interactions with GPT interfaces.
Google Generative AI: Processes responses using Google's advanced generative AI models.
Setup Requirements
Python 3.9+
Selenium WebDriver
ChromeDriver (compatible with your Chrome version)
Installation
Clone this repository.
Install necessary Python packages:
pip install -r requirements.txt
Set up the required environment variables in a .env file:
makefile
AGENTOPS_API_KEY=<your_agentops_api_key>
Running the Script
To run the script, use the following command:
css
python main.py
Usage
Modify the main.py script to input your desired prompts.
Run the script to automatically interact with the ChatGPT interface.
Review the logs and AgentOps dashboard for insights into the security posture.