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Security

AI security & prompt-injection defence

Apply OWASP LLM and Agentic Top 10 controls, including prompt-injection defences.

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.

  • AIN 401 CO1

    Explain foundation-model behaviour — tokenization, context windows, sampling, cost — and characteristic failure modes such as confabulation and prompt injection.

  • MST 501 CO1

    Demonstrate Foundations & Agent Architecture competence: complete the Day 1–15 builds, explain the underlying theory, and defend the phase artefact under live questioning.

  • 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 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 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 506 CO5

    Demonstrate Production Platform, Security & Governance competence: complete the Day 61–75 builds, explain the underlying theory, and defend the phase artefact under live questioning.

  • MST 507 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 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

Textbook chapters