Implementing Cloud Vulnerability Posture Management

Implementing Cloud Vulnerability Posture Management

Overview

Cloud Security Posture Management (CSPM) continuously monitors cloud infrastructure for misconfigurations, compliance violations, and security risks. Unlike traditional vulnerability scanning, CSPM focuses on cloud-native risks: IAM over-permissions, exposed storage buckets, unencrypted data, missing network controls, and service misconfigurations. This skill covers multi-cloud CSPM using AWS Security Hub, Azure Defender for Cloud, and open-source tools like Prowler and ScoutSuite.

When to Use

• When deploying or configuring implementing cloud vulnerability posture management capabilities in your environment
• When establishing security controls aligned to compliance requirements
• When building or improving security architecture for this domain
• When conducting security assessments that require this implementation

Detection Gaps & Validation

• Incomplete account/subscription coverage — single-account scans miss org-wide risk. Validate by reconciling scanned accounts against the org/management hierarchy.
• Insufficient read scope — a missing SecurityAudit/Security Reader role silently skips services. Validate the role can enumerate IAM, storage, and compute before trusting a clean report.
• Region blind spots — Prowler/ScoutSuite default regions miss resources elsewhere. Validate by scanning all enabled regions.
• Snapshot/agentless lag — CSPM reflects the last evaluation, not live state. Validate critical findings against the live console before remediating.
• Workload vulns vs config — CSPM finds misconfigurations, not in-VM CVEs. Validate coverage by pairing with host/agent scanning.
• Intended-exception false positives — validate "public" buckets/SGs against documented business need to cut noise.

Prerequisites

• AWS CLI configured with SecurityAudit IAM policy
• Azure CLI with Security Reader role
• Python 3.9+ with boto3, azure-identity, azure-mgmt-security
• Prowler (https://github.com/prowler-cloud/prowler)
• ScoutSuite (https://github.com/nccgroup/ScoutSuite)

AWS Security Hub

Enable Security Hub

# Enable AWS Security Hub with default standards
aws securityhub enable-security-hub \
  --enable-default-standards \
  --region us-east-1

# Enable specific standards
aws securityhub batch-enable-standards \
  --standards-subscription-requests \
    '{"StandardsArn":"arn:aws:securityhub:us-east-1::standards/aws-foundational-security-best-practices/v/1.0.0"}' \
    '{"StandardsArn":"arn:aws:securityhub:us-east-1::standards/cis-aws-foundations-benchmark/v/1.4.0"}'

# Get findings summary
aws securityhub get-findings \
  --filters '{"SeverityLabel":[{"Value":"CRITICAL","Comparison":"EQUALS"}],"RecordState":[{"Value":"ACTIVE","Comparison":"EQUALS"}]}' \
  --max-items 10

Security Hub Standards

Azure Defender for Cloud

Enable Defender CSPM

# Enable Defender for Cloud free tier
az security pricing create \
  --name CloudPosture \
  --tier standard

# Check secure score
az security secure-score list \
  --query "[].{Name:displayName,Score:current,Max:max}" \
  --output table

# Get security recommendations
az security assessment list \
  --query "[?status.code=='Unhealthy'].{Name:displayName,Severity:metadata.severity,Resource:resourceDetails.id}" \
  --output table

# Get alerts
az security alert list \
  --query "[?status=='Active'].{Name:alertDisplayName,Severity:severity,Time:timeGeneratedUtc}" \
  --output table

Open-Source: Prowler

Installation and Execution

# Install Prowler
pip install prowler

# Run full AWS scan
prowler aws --output-formats json-ocsf,csv,html

# Run specific checks
prowler aws --checks s3_bucket_public_access iam_root_mfa_enabled ec2_sg_open_to_internet

# Run against specific AWS profile and region
prowler aws --profile production --region us-east-1 --output-formats json-ocsf

# Run CIS Benchmark compliance check
prowler aws --compliance cis_1.5_aws

# Run PCI DSS compliance
prowler aws --compliance pci_3.2.1_aws

# Scan Azure environment
prowler azure --subscription-ids "sub-id-here"

# Scan GCP environment
prowler gcp --project-ids "project-id-here"

Prowler Check Categories

Open-Source: ScoutSuite

# Install ScoutSuite
pip install scoutsuite

# Run AWS assessment
scout aws --profile production

# Run Azure assessment
scout azure --cli

# Run GCP assessment
scout gcp --project-id my-project

# Results available as interactive HTML report
# Open scout-report/report.html in browser

Multi-Cloud Aggregation

import json
import subprocess
from datetime import datetime, timezone

def run_prowler_scan(provider, output_dir, compliance=None):
    """Run Prowler scan for a cloud provider."""
    cmd = ["prowler", provider, "--output-formats", "json-ocsf",
           "--output-directory", output_dir]
    if compliance:
        cmd.extend(["--compliance", compliance])
    result = subprocess.run(cmd, capture_output=True, text=True, timeout=3600)
    return result.returncode == 0

def aggregate_findings(prowler_dirs):
    """Aggregate findings from multiple Prowler scans."""
    all_findings = []
    for scan_dir in prowler_dirs:
        json_files = list(Path(scan_dir).glob("*.json"))
        for jf in json_files:
            with open(jf, "r") as f:
                for line in f:
                    try:
                        finding = json.loads(line.strip())
                        all_findings.append(finding)
                    except json.JSONDecodeError:
                        continue
    # Sort by severity
    severity_order = {"critical": 0, "high": 1, "medium": 2, "low": 3, "informational": 4}
    all_findings.sort(key=lambda f: severity_order.get(
        f.get("severity", "informational").lower(), 5
    ))
    return all_findings

def generate_posture_report(findings, output_path):
    """Generate cloud security posture report."""
    report = {
        "generated_at": datetime.now(timezone.utc).isoformat(),
        "total_findings": len(findings),
        "by_severity": {},
        "by_provider": {},
        "by_service": {},
    }
    for f in findings:
        sev = f.get("severity", "unknown")
        provider = f.get("cloud_provider", "unknown")
        service = f.get("service_name", "unknown")
        report["by_severity"][sev] = report["by_severity"].get(sev, 0) + 1
        report["by_provider"][provider] = report["by_provider"].get(provider, 0) + 1
        report["by_service"][service] = report["by_service"].get(service, 0) + 1

    with open(output_path, "w") as f:
        json.dump(report, f, indent=2)
    return report

References

• AWS Security Hub
• Azure Defender for Cloud
• Prowler
• ScoutSuite
• CIS Benchmarks