Track 15: Frontier and Advanced
AI Security: Prompt Injection, OWASP LLM Top 10 & Guardrails
15 lessons
Track 9: LLM Engineering and Production, Security
Guardrail Tools: Llama Guard, NeMo Guardrails, Guardrails AI
Add a safety classifier to an app.
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Course
AI Security: Prompt Injection, OWASP LLM Top 10 & Guardrails
Udemy: coming soon
Tools
- Llama Guard (open-source)
- NeMo Guardrails (open-source, free)
- Guardrails AI (open-source, freemium)
Watch first
Then try
In this module
- AI Security Basics and Data Leaks (PII, Secrets, Logs)
- Prompt Injection: Direct and Indirect
- OWASP Top 10 for LLM Applications
- Agent and MCP Security: Excessive Agency, Tool Poisoning
- Guardrail Tools: Llama Guard, NeMo Guardrails, Guardrails AI
- Red-Team Your AI App: garak and PyRIT
The course this lesson belongs to