AI Red Teaming and Assurance

Module 1

• Foundations: What Is AI Red Teaming, and Where Does It Fit in AI Assurance?
• What red teaming is and is not
• Where it sits in the AI assurance lifecycle
• The range of assurance activities
• The guidance the course draws on
• Who is involved

Module 2

• Planning and Scoping a Red-Team Engagement
• The engagement lifecycle
• Scoping to risk classification
• Setting red-team objectives
• Rules of engagement
• Team composition and deconfliction

Module 3

• Adversarial Testing Techniques for Machine Learning and Generative AI
• Matching technique to attack surface
• Manual versus automated and tool-assisted red teaming
• Generative AI probing techniques
• A preview of testing agentic and tool-using systems
• Telling red-team findings apart from ordinary bugs