AINS graduate specialization
Cybersecurity AI specialization
Cybersecurity AI connects statistical learning and orchestration to defender workflows: telemetry and anomaly detection, SOAR-style response policies with human checkpoints, and FAIR-style risk modeling with transparent assumptions.
Hands-on materials can pair with Castalia lab environments (for example ANUBIS—the Android NetHunter Unified Breach Intelligence System at anubis.castalia.institute); institution-managed ranges work equally where policy requires.
Suited for technical graduate concentrations that already include core AI, ML, and ethics.
What institutions get
- Prioritize detections and automate responses without sacrificing auditability.
- Quantify risk scenarios for leadership using defendable assumptions.
- Critique adversarial and operational limits of AI in security contexts.
Courses in this cluster
| Code | Course | Overview | LMS | Buy |
|---|---|---|---|---|
AINS6300 | AI in Threat Detection | Details | Open LMS | Buy license |
AINS6301 | Automated Response Systems | Details | Open LMS | Buy license |
AINS6302 | AI for Risk Assessment | Details | Open LMS | Buy license |