Track 9: LLM Engineering and Production, Security

Red-Team Your AI App: garak and PyRIT

Run an automated attack scan and fix findings.

Status: Coming soon AdvancedVideo lessonAbout 13 min Free tools
Get notified on YouTube Udemy certificate: coming soon

Course

Agent Testing & Evaluation v2 (update of the live DeepEval course)

Udemy: coming soon

Tools

  • garak (open-source, free)
  • PyRIT (open-source, free)

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Then try

In this module

  1. AI Security Basics and Data Leaks (PII, Secrets, Logs)
  2. Prompt Injection: Direct and Indirect
  3. OWASP Top 10 for LLM Applications
  4. Agent and MCP Security: Excessive Agency, Tool Poisoning
  5. Guardrail Tools: Llama Guard, NeMo Guardrails, Guardrails AI
  6. Red-Team Your AI App: garak and PyRIT

The course this lesson belongs to