AI for Cybersecurity SOC
A ~36-minute SOC playbook for CISOs, SOC directors, detection engineering leads. 5 plays, 3 anti-plays, human-in-the-loop principle, AI's own attack surface, 12-month roadmap.
8
Chapters
~36 min
Duration
Advanced
Level
No
Certification
Who this is for
For CISOs, SOC directors, security operations leaders, and heads of detection engineering.
How this course works
- 8 audio-narrated slide chapters · ~36 min of focused content
- Capstone with interactive Markdown builder you take to your team
- Trust trip-wires on every play — what not to cross
- Free verifiable certificate on completion
What you'll walk out with
Specific outcomes from this course — no fluff.
- AI is an analyst force multiplier — not an analyst replacement
- 5 SOC plays — alert triage · detection augmentation · investigation · threat intel · automation
- 3 anti-plays — fully autonomous response, AI-only detection, AI as substitute for SOC maturity
- Run alert triage with shadow review on suppressed alerts — false-negative rate is the truth indicator
- Layered detection retained — signatures + rules + AI augmentation (never AI alone)
- Apply verification discipline to AI threat intel — Mata cross-domain (hallucinated attribution is real)
- Limit autonomous response to narrow reversible scenarios — broader requires human-in-the-loop
- Defend AI's own attack surface — 4 attack vectors, 4 defensive patterns, including model behaviour monitoring
Course content
8 chapters · ~36 min
Welcome
A 1-minute orientation — what the course covers, how to navigate, and what you walk out with. No audio on this screen.
The cybersecurity AI landscape
AI is an analyst force multiplier · not replacement · 5 plays · 3 anti-plays · NIST CSF + MITRE ATT&CK + ISO 27001 frame.
Alert triage + noise reduction
The volume problem · 3 triage patterns · 3 failure modes (historical bias · over-suppression · concept drift).
Threat detection augmentation
Layered model (signatures + rules + AI) · UEBA in practice (60-day baseline) · LLM-augmented analysis.
Incident investigation assistance
3 investigation use cases · human-in-the-loop principle absolute · 3 failure modes.
Threat intelligence synthesis
The volume problem · 3 intel AI use cases · the verification requirement (Mata cross-domain).
Security automation + SOAR
The automation spectrum · 3 safe autonomous scenarios · 3 dangerous ones requiring human-in-loop.
AI's own attack surface
When AI in your SOC becomes the target · 4 attack vectors · 4 defensive patterns.
Making it stick: your SOC AI roadmap
12-month rollout (triage · investigation · detection · intel + SOAR) · 4 trust trip-wires · interactive Markdown builder.
Want this delivered inside your organisation?
The course is the starting point. The same content powers a 4-week pilot, an org-wide rollout, or a continuous build engagement — set up on your data, with your team, by Gennoor Tech.