Red-Teaming Lab: GCG + PAIR + AutoDAN + Prompt Injection Robustness

Mandatory before production deploy: red-team probe. GCG (Greedy Coordinate Gradient — adversarial suffix attack), PAIR (Prompt Automatic Iterative Refinement — LLM attacks LLM), AutoDAN (jailbreak auto-generation), prompt injection (malicious instruction in RAG context). Cookbook's open red-team corpus + scoring method.