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Mod 7 · Les 4/5
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Module 7•Lesson 4 of 5•⏱️ 25 min read•Beginner+40 XP

Lab — Data Apps

Pack classification, app wrapping, DLP — data pillar file from $ZT_LAB data folder.

Lab — Data Apps
00:00/02:31

Visual · t40_data_apps_lab

Lab: data pillar pack. $ZT_LAB only. Original Cyberlium.

Data pack merges classification matrix, app delivery table, and DLP stub — data-centric ZT slice for LAB-ZT-001 capstone.

Merge M7 lessons into data-pillar-pack.md with diagram: User → App (wrapped) → Data tier → DLP enforce. Cross-link M6 ZTNA app path and M8 policy engine. No real PII, exfil tools, or employer DLP export. Next: Quiz — Data and Apps.

1. Lab contract: data pillar pack

data-pillar-pack.md: classification + app wrapping + DLP + data-flow diagram.

LAB SAMPLE label; placeholder data only.

Command guide

Try these commands — Lab contract: data pillar pack

═══ TOOLS & WEBSITES ═══ Browse / read these (authorized learning only — stay in YOUR lab / program scope)

CISA ZTMM Data — https://www.cisa.gov/zero-trust-maturity-model NIST SP 800-207 — https://csrc.nist.gov/publications/detail/sp/800-207/final

═══ INSTALL ═══

Linux (Debian/Ubuntu):

Command — copy this

sudo apt install python3

macOS:

Command — copy this

brew install python3

Windows: Download https://python.org/downloads/

═══ LINUX / macOS ═══

Command — copy this

export ZT_LAB=${ZT_LAB:-$HOME/cyberlium-lab/t40-zt}
export ZT_DATA=${ZT_DATA:-$ZT_LAB/LAB-ZT-001/data}
cat > "$ZT_DATA/data-pillar-pack.md" <<'EOF'
# Data Pillar Pack — LAB-ZT-001
Includes: classification-matrix.csv, app-wrapping-table.md, dlp-policy-stub.md
```
User → App (wrapped) → Data tier → DLP enforce point
```
Cross-ref: M6 ZTNA app path, M8 PDP data attribute input
Refused: exfil tools; real customer data
LAB SAMPLE — NOT FOR PRODUCTION ARCHITECTURE CLAIMS
EOF

Command — copy this

grep -E 'Data Pillar|DLP enforce|Refused|LAB SAMPLE' "$ZT_DATA/data-pillar-pack.md"
cat > "$ZT_LAB/notes/data-apps-lab-summary.md" <<'EOF'
# Data Apps Lab Summary — YOUR lab
- classification + app wrapping + DLP aligned by tier
## Refusals
- No exfil scripts; placeholder data only
EOF

Command — copy this

grep -E 'Refusals|classification' "$ZT_LAB/notes/data-apps-lab-summary.md"
wc -l "$ZT_DATA/data-classification-matrix.csv"

═══ WINDOWS ═══

Command — copy this

Get-Content $HOME/cyberlium-lab/t40-zt/LAB-ZT-001/data/dlp-policy-stub.md | Select-String DLP-001

Primary tools to practice this lesson: grep, python3. Reference sites: CISA ZTMM Data (https://www.cisa.gov/zero-trust-maturity-model); NIST SP 800-207 (https://csrc.nist.gov/publications/detail/sp/800-207/final). Run every command in the box — install first, then the usage lines — only on YOUR lab / program scope.

2. Cross-check

Grep real emails, PAN, SSN patterns, exfil keywords — remove.

Link Restricted tier to isolation and DLP rows consistently.

3. Lock

chmod 600. Quiz next — PEP PDP Named.

Data pack feeds policy engine data attributes in M8.

4. What you ship: data pillar pack

Merged data artifacts in LAB-ZT-001/data/. $ZT_LAB. chmod 600.

5. What you record before the next lesson

Date. Data pack path. $ZT_LAB named. File t40-m07-l04-data-apps-lab.txt chmod 600.

6. Wrong vs right: bypass cookbooks vs YOUR ZT design

Worked failure — same MSF word, opposite target. Right never needs a café Wi-Fi or classmate laptop.

  • Wrong: Include sample exfil Python script. Paste employer DLP incident export.
  • Right: Write data pillar pack for $ZT_LAB. Next: Quiz — Data and Apps.
Hands-on Exercise

Mission: data pillar pack

1) Merge M7 sections. 2) Data-flow diagram with DLP point. 3) Tier consistency check. 4) chmod 600.

Pro Tip

Stuck? Ask Cyberlium AI Mentor

Classification → app delivery → DLP is the data pillar story arc.

Practice QuizQuestion 1
Multiple choice
Q1

APPLY: Data lab pack includes:

Practice QuizQuestion 2
True or False
Q2

APPLY: True or False: Restricted tier links to stronger isolation and DLP.

Practice QuizQuestion 3
Multiple choice
Q3

APPLY: Data lab refuses:

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