AI Red Teaming Playground Labs

AI Red Teaming Playground Labs

The AI Red Teaming Playground Labs provide a comprehensive environment for security professionals to conduct AI Red Teaming trainings. These labs are designed to teach participants how to systematically red team AI systems, focusing on identifying vulnerabilities and potential issues before deployment.

Key Features:

• Hands-on Challenges: Engage with a set of 12 challenges that cover various aspects of AI security.
• Docker Compose Integration: Easily run the playground labs using Docker Compose, simplifying the setup process.
• Customizable Environment: Modify challenges and configurations to suit specific training needs.
• Community Contribution: Open for contributions, allowing users to enhance and expand the lab offerings.

Benefits:

• Holistic Approach: Go beyond traditional security failures by incorporating adversarial machine learning and Responsible AI (RAI) failures.
• Real-World Application: Designed based on challenges used in professional courses, providing practical experience.
• Accessible Resources: Includes deployment files and scripts for easy setup and customization.

Highlights:

• Originally taught at Black Hat USA 2024, these labs are now available for anyone to use.
• Supports Azure OpenAI integration for advanced AI interactions.
• Encourages collaboration and feedback within the security community.