AINS graduate course

AINS6301 · Automated Response Systems

Specialization pilot · 2026–27

Description

Policy-driven automation, human approvals, and safe rollback for orchestrated response actions.

Course shells on the Castalia LMS are provisioned per license; this link opens the LMS to explore the guest demo or landing experience.

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Syllabus outline

  1. Modules 1–2 · Orchestration

    • SOAR concepts
    • Policy languages
    • Simulation sandboxes

  2. Modules 3–4 · ML hooks

    • Ranking actions
    • Confidence thresholds
    • Feedback loops

  3. Modules 5–6 · Safety

    • Kill switches
    • Audit trails
    • Tabletop exercises