Lesson 01 AI-Powered Log Monitoring & Alerting
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Homework

Extend your log-triage skills beyond the lab: build a reusable detection pack, benchmark AI against a human analyst, and stand up a personal SIEM notebook.

Task 1 — Detection Pack

Objective: Convert your Exercise 1-4 findings into a reusable set of 5 Sigma rules covering web, Linux, Windows, and cloud sources.

Instructions:

Deliverable: A single markdown file with 5 Sigma rules, each tagged with a MITRE technique and estimated FP rate.

Task 2 — Detection Benchmark

Objective: Measure how much faster AI-assisted log triage is than manual.

Instructions:

Deliverable: A short table (manual vs AI: findings, time-per-finding, false positives) plus a 100-word reflection on where each approach wins.

Task 3 — Personal SIEM Notebook

Objective: Build a reusable AI prompt library for your future log work.

Instructions:

Deliverable: A personal-siem-prompts.md file with 5 annotated prompts.