Course structure
Foundations & First Workflow
- Introduction & Setup
- Why Automate Security?
Threat Intelligence Workflow
- Concepts
- Lab: Build a Threat Intelligence Enrichment Workflow
- AI Risks, Guardrails & OWASP Top 10 for LLMs
AI-Powered Threat Analysis with RAG
- Concepts
- Lab: Add AI-Powered Threat Analysis with RAG and Guardrails
- Full Pipeline & Capstone
End-to-End SOC Pipeline
- Concepts
- Lab: Build an End-to-End SOC Pipeline with a Live SIEM
- Challenge: Race to Detect and Respond
- Team Presentations
Wrap-Up & Next Steps