AI Security, Guardrails & Governance

Prompt injection defenses, NeMo guardrails, PII redaction, jailbreaks, and cost controls.

1 week · wk 27Review pace4 topics12 Interview Questions

Why this pace:Production AI systems are susceptible to adversarial prompt injections, data exfiltration, jailbreaks, and runaway API billing. Rigorous defensive guardrails are mandatory for enterprise compliance.

SEC FOCUS

Never rely solely on LLM self-moderation system prompts; employ deterministic classifier models and regex barriers before and after generation.

Topics & Action Items (4)

Prompt Injections & Jailbreak Vectors (Direct & Indirect)

3 hrs

Guardrail Frameworks: NeMo Guardrails & Llama Guard

4 hrs

PII Masking, Anonymization & Data Privacy

3 hrs

API Cost Governance, Budget Quotas & Failover Routing

3 hrs

Previous Stage

Distributed AI Systems & GPU Infrastructure

Next Stage

MLOps, LLMOps & Production Observability