Security Metrics & Reporting

KPI development, dashboard design, executive reporting, and metrics programs.

Overview

Effective metrics demonstrate security program value.

Metrics Framework

┌─────────────────────────────────────┐
│           Strategic                  │
│  (Business alignment, ROI)          │
├─────────────────────────────────────┤
│           Tactical                  │
│  (Operational effectiveness)        │
├─────────────────────────────────────┤
│           Operational               │
│  (Day-to-day metrics)               │
└─────────────────────────────────────┘

Key Metrics

Dashboard Design

# Security dashboard
def generate_dashboard():
    return {
        "risk_score": {
            "current": 72,
            "trend": "improving",
            "target": 80
        },
        "incidents": {
            "open": 3,
            "closed_this_month": 12,
            "avg_response_time": "2.5 hours"
        },
        "vulnerabilities": {
            "critical": 2,
            "high": 8,
            "patched_this_week": 45
        }
    }

Executive Report

# Security Executive Report

## Summary
- Overall risk score: 72/100 (improved from 68)
- Incidents: 3 open, 12 closed this month
- Compliance: 94% audit score

## Highlights
- Completed MFA rollout for all users
- Reduced critical vulnerabilities by 40%
- Achieved SOC 2 Type II certification

## Concerns
- Legacy systems requiring upgrade
- Third-party vendor risk

## Recommendations
1. Increase security budget by 15%
2. Hire additional SOC analyst
3. Implement zero trust architecture

Metrics Program

1. Define — Business-aligned metrics
2. Collect — Automated data collection
3. Analyze — Trend analysis
4. Report — Regular cadence
5. Improve — Continuous enhancement

Practice

Create a security metrics dashboard with automated reporting.