Track 9: LLM Engineering and Production, Security

AI Security Basics and Data Leaks (PII, Secrets, Logs)

List the main attacks and redact PII before the model.

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AI Security: Prompt Injection, OWASP LLM Top 10 & Guardrails

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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