Learn AI Red Teaming to defeat prompt injection, secure Vector DBs, and defend Agentic RAG pipelines from exploits.
What You Will Learn:
Execute advanced AI Red Teaming techniques to exploit Vector Databases, bypass semantic filters, and uncover hidden prompt injections in RAG pipelines.
Design and implement a zero-trust 4-Gate Defense Architecture to sanitize data ingestion, enforce XML prompt sandboxing, and prevent cross-tenant data leaks
Mitigate critical Agentic RAG vulnerabilities, including Server-Side Request Forgery, unauthorized database manipulation, and "Confused Deputy" tool abuse.
Build deterministic output guardrails and LLM-as-a-Judge evaluators to enforce strict factual grounding, stop AI hallucinations, and block PII exfiltration
Automate continuous LLM security testing integrate CI/CD vulnerability scanning using industry-standard frameworks like Promptfoo, NVIDIA Garak, and Microsoft
