Red Teaming for Generative AI: Building Robust and Responsible Solutions

Introduction

• Leverage red teaming to build generative AI solutions

1. Introduction to Red Teaming for Generative AI

• Why red teaming for GenAI
• Understanding common attack vectors in generative AI systems
• Recognizing vulnerability implications

2. Red Teaming Techniques for GenAI

• Explore red teaming options for generative AI
• Tools and resources for red teaming

3. Red Teaming Process

• Building a red team
• Planning the test
• Conducting the test
• Reporting on the test

4. Mitigating Risks and Building Responsible AI

• Leveraging best practices for enhancing robustness
• Including security measures into the development lifecycle
• Leveraging continuous learning
• Understanding ethical implications of red teaming

Conclusion

• Next steps