performing-purple-team-exercise（进行紫色团队练习）

Performing Purple Team Exercise

When to Use

Use this skill when:

• SOC teams need to validate that detection rules actually fire for the threats they target
• Red team assessments produced findings that need translation into detection improvements
• New detection tools or SIEM migrations require validation of detection coverage
• Analyst training requires hands-on experience with real attack techniques and SIEM responses
• Quarterly or semi-annual detection validation cycles are scheduled

Do not use for unannounced red team engagements — purple team exercises require explicit coordination between offensive and defensive teams with real-time collaboration.

Prerequisites

• Red team capability: internal team or contracted purple team operator
• Attack simulation tools: Atomic Red Team, MITRE Caldera, or C2 framework (authorized)
• SIEM access for real-time alert monitoring during exercise
• ATT&CK-mapped detection rule inventory with expected alert names
• Isolated test environment or approved production scope with change management approval
• Communication channel (Slack/Teams) for real-time red-blue coordination

Workflow

Step 1: Define Exercise Scope and Objectives

Document exercise parameters:

purple_team_exercise:
  exercise_id: PT-2024-Q1
  date: 2024-03-20
  duration: 8 hours (09:00-17:00 UTC)
  scope:
    environment: Production (Finance VLAN, 10.0.5.0/24)
    systems_in_scope:
      - WORKSTATION-TEST01 (10.0.5.100) — Test endpoint
      - DC-TEST (10.0.5.200) — Test domain controller
      - FILESERVER-TEST (10.0.5.201) — Test file server
    systems_excluded:
      - All production domain controllers
      - Customer-facing systems
  objectives:
    - Validate 15 detection rules mapped to FIN7 TTPs
    - Test SOC analyst response to real attack indicators
    - Identify detection gaps for credential access and lateral movement
    - Measure detection latency for each technique
  threat_scenario: FIN7 campaign targeting financial data via spearphishing
  authorization: Approved by CISO, Change Request CR-2024-0567
  communication: #purple-team-2024q1 Slack channel

Step 2: Build ATT&CK-Mapped Test Plan

Create technique-by-technique test matrix:

Step 3: Execute Red Team Techniques

Run each technique with Atomic Red Team (or manual execution):

# Install Atomic Red Team
IEX (IWR 'https://raw.githubusercontent.com/redcanaryco/invoke-atomicredteam/master/install-atomicredteam.ps1' -UseBasicParsing)
Install-AtomicRedTeam -getAtomics

# Test 1: T1059.001 — PowerShell Execution
Write-Host "[$(Get-Date -Format 'HH:mm:ss')] Executing T1059.001 - PowerShell"
Invoke-AtomicTest T1059.001 -TestNumbers 1
# Notify blue team: "T1059.001 executed at $(Get-Date)"

# Test 2: T1053.005 — Scheduled Task Creation
Write-Host "[$(Get-Date -Format 'HH:mm:ss')] Executing T1053.005 - Scheduled Task"
Invoke-AtomicTest T1053.005 -TestNumbers 1

# Test 3: T1547.001 — Registry Run Key
Write-Host "[$(Get-Date -Format 'HH:mm:ss')] Executing T1547.001 - Registry Persistence"
Invoke-AtomicTest T1547.001 -TestNumbers 1,2

# Test 4: T1003.001 — Credential Dumping
Write-Host "[$(Get-Date -Format 'HH:mm:ss')] Executing T1003.001 - LSASS Access"
Invoke-AtomicTest T1003.001 -TestNumbers 1,2

# Test 5: T1490 — Shadow Copy Deletion
Write-Host "[$(Get-Date -Format 'HH:mm:ss')] Executing T1490 - Inhibit Recovery"
Invoke-AtomicTest T1490 -TestNumbers 1

# Cleanup after each test
Invoke-AtomicTest T1059.001 -TestNumbers 1 -Cleanup
Invoke-AtomicTest T1053.005 -TestNumbers 1 -Cleanup
Invoke-AtomicTest T1547.001 -TestNumbers 1,2 -Cleanup

Step 4: Monitor Blue Team Detection in Real-Time

Blue team monitors SIEM during execution:

--- Real-time purple team monitoring dashboard
index=notable earliest=-1h
| where Computer IN ("WORKSTATION-TEST01", "DC-TEST", "FILESERVER-TEST")
  OR src IN ("10.0.5.100", "10.0.5.200", "10.0.5.201")
| eval detection_latency = _time - orig_time
| eval latency_seconds = round(detection_latency, 0)
| sort _time
| table _time, rule_name, urgency, src, dest, user, latency_seconds

--- Check specific technique detection
index=sysmon Computer="WORKSTATION-TEST01" earliest=-15m
(EventCode=1 OR EventCode=3 OR EventCode=10 OR EventCode=11 OR EventCode=13)
| sort _time
| table _time, EventCode, Image, CommandLine, TargetFilename, TargetObject

Record results in real-time:

exercise_results = {
    "exercise_id": "PT-2024-Q1",
    "results": [
        {
            "technique": "T1059.001",
            "name": "PowerShell Execution",
            "execution_time": "09:15:00",
            "detected": True,
            "alert_name": "Suspicious PowerShell Encoded Command",
            "detection_time": "09:15:47",
            "latency_seconds": 47,
            "notes": "Detected via Sysmon EventCode 1 with encoded command pattern"
        },
        {
            "technique": "T1003.001",
            "name": "LSASS Memory Access",
            "execution_time": "10:30:00",
            "detected": False,
            "alert_name": None,
            "detection_time": None,
            "latency_seconds": None,
            "notes": "GAP: No detection rule for LSASS access. Sysmon EventCode 10 present but no correlation rule."
        }
    ]
}

Step 5: Collaborative Gap Remediation

For each gap, the blue team builds detection rules immediately:

--- Gap: T1003.001 — No LSASS access detection
--- Build rule during exercise
index=sysmon EventCode=10 TargetImage="*\\lsass.exe"
GrantedAccess IN ("0x1010", "0x1038", "0x1fffff", "0x40")
NOT SourceImage IN ("*\\svchost.exe", "*\\csrss.exe", "*\\MsMpEng.exe")
| stats count by Computer, SourceImage, SourceUser, GrantedAccess
| where count > 0

After building, re-test:

Red Team: "Re-executing T1003.001 at 11:45"
Blue Team: "Confirmed — alert 'LSASS Memory Access Detected' fired at 11:45:32 (32s latency)"
Result: GAP CLOSED

Step 6: Generate Exercise Report

def generate_purple_team_report(results):
    total = len(results["results"])
    detected = sum(1 for r in results["results"] if r["detected"])
    gaps = sum(1 for r in results["results"] if not r["detected"])
    avg_latency = sum(r["latency_seconds"] for r in results["results"]
                      if r["latency_seconds"]) / max(detected, 1)

    report = f"""
PURPLE TEAM EXERCISE REPORT — {results['exercise_id']}
{'=' * 60}

SUMMARY:
  Techniques Tested:     {total}
  Detected:              {detected} ({detected/total*100:.0f}%)
  Gaps Identified:       {gaps} ({gaps/total*100:.0f}%)
  Avg Detection Latency: {avg_latency:.0f} seconds

DETAILED RESULTS:
"""
    for r in results["results"]:
        status = "DETECTED" if r["detected"] else "GAP"
        latency = f"{r['latency_seconds']}s" if r["latency_seconds"] else "N/A"
        report += f"  [{status}] {r['technique']} — {r['name']} (Latency: {latency})\n"
        if not r["detected"]:
            report += f"          Action: {r['notes']}\n"

    return report

Key Concepts

Tools & Systems

• Atomic Red Team: Open-source attack test library from Red Canary for technique-by-technique validation
• MITRE Caldera: Automated adversary emulation platform supporting ATT&CK-mapped attack chains
• Vectr: Purple team management platform for tracking exercise results and detection coverage improvements
• Prelude Operator: Adversary emulation tool supporting automated multi-step attack scenarios
• AttackIQ: Breach and Attack Simulation (BAS) platform for continuous detection validation

Common Scenarios

• Quarterly Validation: Test top 20 detection rules against ATT&CK techniques to ensure continued effectiveness
• New Tool Validation: After deploying new EDR, validate detection coverage against baseline techniques
• Analyst Training: Junior analysts observe real attacks in real-time with expert guidance on SIEM investigation
• Post-Incident Validation: After a real incident, emulate the attack chain to verify detection improvements
• Compliance Evidence: Document detection validation results for SOC 2, ISO 27001, or PCI DSS audits

Output Format

PURPLE TEAM EXERCISE REPORT — PT-2024-Q1
━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━
Date:         2024-03-20 (09:00-17:00 UTC)
Scenario:     FIN7 Financial Sector Campaign
Scope:        Finance VLAN (10.0.5.0/24)

RESULTS:
  Techniques Tested:     15
  Detected:              11 (73%)
  Gaps Identified:       4 (27%)
  Gaps Remediated Same Day: 3
  Avg Detection Latency: 38 seconds

DETAILED RESULTS:
  [PASS]  T1566.001 Spearphishing Attachment      — 12s latency
  [PASS]  T1204.002 User Execution (Macro)         — 8s latency
  [PASS]  T1059.001 PowerShell Execution            — 47s latency
  [PASS]  T1053.005 Scheduled Task                  — 23s latency
  [PASS]  T1547.001 Registry Run Keys               — 31s latency
  [FAIL]  T1003.001 LSASS Memory Access             — REMEDIATED during exercise
  [FAIL]  T1550.002 Pass-the-Hash                   — REMEDIATED during exercise
  [PASS]  T1021.002 PsExec                          — 15s latency
  [PASS]  T1047 WMI Remote Execution                — 42s latency
  [PASS]  T1021.001 RDP Lateral Movement            — 28s latency
  [FAIL]  T1071.001 Web C2 Beaconing                — REMEDIATED during exercise
  [PASS]  T1041 Exfiltration over C2                — 67s latency
  [PASS]  T1490 Shadow Copy Deletion                — 5s latency
  [FAIL]  T1486 Data Encryption for Impact          — OPEN — requires endpoint telemetry
  [PASS]  T1070.001 Event Log Clearing              — 11s latency

POST-EXERCISE COVERAGE: 93% (14/15) — up from 73% at start
REMAINING GAP: T1486 requires EDR file monitoring enhancement