🛡️ Career path

AI Security & Governance Engineer

Secure and govern GenAI: red-teaming, guardrails, RBAC, and PII protection.

0 / 24 complete

19 labs · ~6.8h total

Security is the #1 blocker for enterprise AI adoption — data exfiltration through LLMs,
prompt injection bypassing access controls, and PII leaking into vector databases. This path
covers LLM red-teaming, input/output guardrails, document-level RBAC for vector search, and
PII detection & redaction in RAG pipelines — the governance skills CISOs are scrambling for.

Targets: AI Security Engineer / DevSecOps

🐧 Linux Administration Foundation

4 labs · ~2.1h · Open path →

Prerequisite foundations — skip if you already know this.

  1. 1. Command Line & Filesystem 🧪 Lab · 7 steps ○
  2. 2. Users, Permissions, Processes & Automation 🧪 Lab · 7 steps ○
  3. 3. Partitioning, Filesystems & LVM 🧪 Lab · 5 steps ○
  4. 4. Networked Filesystems with NFS 🧪 Lab · 5 steps ○
  5. 5. Linux Administration - Knowledge Check ❓ Quiz ○

🐳 Docker Foundation

7 labs · ~2.6h · Open path →

Prerequisite foundations — skip if you already know this.

  1. 1. Your First Container 🧪 Lab · 3 steps ○
  2. 2. Working with Docker Images 🧪 Lab · 5 steps ○
  3. 3. The Container Lifecycle 🧪 Lab · 5 steps ○
  4. 4. Building Docker Images 🧪 Lab · 5 steps ○
  5. 5. Container Networking 🧪 Lab · 4 steps ○
  6. 6. Volumes & Persistent Storage 🧪 Lab · 4 steps ○
  7. 7. Real-World Container Apps 🧪 Lab · 4 steps ○
  8. 8. Docker - Knowledge Check ❓ Quiz ○

🔒 LLM Security & Guardrails

6 labs · ~1.5h · Open path →
  1. 1. LLM Vulnerabilities & Red Teaming 🧪 Lab · 3 steps ○
  2. 2. Implementing LLM Guardrails 🧪 Lab · 3 steps ○
  3. 3. Vector Database RBAC 🧪 Lab · 2 steps ○
  4. 4. PII Detection & Redaction in RAG Pipelines 🧪 Lab · 3 steps ○
  5. 5. Federated Learning & Privacy-Preserving AI 🧪 Lab · 3 steps ○
  6. 6. Audit & Provenance Logging for AI 🧪 Lab · 3 steps ○
  7. 7. LLM Security - Knowledge Check ❓ Quiz ○

📐 Vector Databases & Semantic Search

1 lab · ~20 min · Open path →
  1. 1. Vector Databases & pgvector 🧪 Lab · 3 steps ○
  2. 2. Vector Databases - Knowledge Check ❓ Quiz ○

🏦 Capstone: Red Teaming a Banking Bot

1 lab · ~20 min · Open path →
  1. 1. Red Teaming a Banking Bot 🧪 Lab · 3 steps ○
  2. 2. AI Security Capstone - Knowledge Check ❓ Quiz ○