Security
AI red-teaming
Plan and run adversarial testing with tools such as garak and promptfoo.
Target proficiency: Applied
Course outcomes
- AIN 401 CO5
Assess security, privacy and responsible-AI risks using the OWASP LLM and Agentic Top 10, NIST AI 600-1 and EU AI Act risk tiers, and implement proportionate mitigations.
- MST 501 CO5
Demonstrate Evaluation, Observability & Security competence: complete the Day 61–75 builds, explain the underlying theory, and defend the phase artefact under live questioning.
- MST 501 CO6
Demonstrate Production, Operations & Mastery competence: complete the Day 76–90 builds, explain the underlying theory, and defend the phase artefact under live questioning.
- MST 502 CO5
Demonstrate Production, Security & Governance competence: complete the Day 61–75 builds, explain the underlying theory, and defend the phase artefact under live questioning.
- MST 504 CO4
Demonstrate Production, AWS, security & mastery competence: complete the Day 24–30 builds, explain the underlying theory, and defend the phase artefact under live questioning.
- MST 505 CO6
Demonstrate Production, Security, Governance & Mastery competence: complete the Day 76–90 builds, explain the underlying theory, and defend the phase artefact under live questioning.
- MST 508 CO6
Demonstrate Production LLMOps, Security & Mastery competence: complete the Day 76–90 builds, explain the underlying theory, and defend the phase artefact under live questioning.
Taught in weeks & phases
- AIN 401 · Week 10 — Securing AI Systems: OWASP LLM & Agentic Top 10, Guardrails & Red-Teaming
- MST 501 · Phase 5 — Evaluation, Observability & Security
- MST 501 · Phase 6 — Production, Operations & Mastery
- MST 502 · Phase 5 — Production, Security & Governance
- MST 504 · Phase 4 — Production, AWS, security & mastery
- MST 505 · Phase 6 — Production, Security, Governance & Mastery
- MST 508 · Phase 6 — Production LLMOps, Security & Mastery