implementing-secret-scanning-with-gitleaks（使用 gitleaks 实施秘密扫描）

Implementing Secret Scanning with Gitleaks

When to Use

• When developers may accidentally commit API keys, passwords, tokens, or private keys to repositories
• When establishing pre-commit gates that prevent secrets from entering the git history
• When scanning existing repository history for previously committed secrets that need rotation
• When compliance requirements mandate secret detection across all source code repositories
• When migrating from manual secret audits to automated continuous scanning

Do not use for detecting secrets in running applications or memory (use runtime secret detection), for managing secrets after detection (use Vault or AWS Secrets Manager), or for scanning container images (use Trivy or Grype).

Prerequisites

• Gitleaks v8.18+ installed via binary, Go install, or Docker
• Pre-commit framework installed for local hook integration
• Git repository with history to scan
• CI/CD platform access (GitHub Actions, GitLab CI, or equivalent)

Workflow

Step 1: Install and Run Initial Repository Scan

Perform a baseline scan of the repository to identify all existing secrets in the git history.

# Install Gitleaks
brew install gitleaks  # macOS
# or download binary from https://github.com/gitleaks/gitleaks/releases

# Scan entire git history for secrets
gitleaks detect --source . --report-format json --report-path gitleaks-report.json -v

# Scan only staged changes (for pre-commit)
gitleaks protect --staged --report-format json --report-path gitleaks-staged.json

# Scan specific commit range
gitleaks detect --source . --log-opts="HEAD~10..HEAD" --report-format json

# Scan without git history (filesystem only)
gitleaks detect --source . --no-git --report-format json

Step 2: Configure Pre-Commit Hook

Set up Gitleaks as a pre-commit hook to prevent secrets from being committed.

# .pre-commit-config.yaml
repos:
  - repo: https://github.com/gitleaks/gitleaks
    rev: v8.21.2
    hooks:
      - id: gitleaks
        name: gitleaks
        description: Detect hardcoded secrets using Gitleaks
        entry: gitleaks protect --staged --verbose --redact
        language: golang
        pass_filenames: false

# Install pre-commit framework
pip install pre-commit

# Install hooks defined in .pre-commit-config.yaml
pre-commit install

# Run against all files (not just staged)
pre-commit run gitleaks --all-files

# Test the hook with a deliberate secret
echo 'AWS_SECRET_ACCESS_KEY="wJalrXUtnFEMI/K7MDENG/bPxRfiCYEXAMPLEKEY"' >> test.txt
git add test.txt
git commit -m "test"  # Should be blocked by gitleaks

Step 3: Integrate into GitHub Actions

# .github/workflows/secret-scanning.yml
name: Secret Scanning

on:
  push:
    branches: [main, develop]
  pull_request:
    branches: [main]

jobs:
  gitleaks:
    name: Gitleaks Secret Scan
    runs-on: ubuntu-latest
    steps:
      - uses: actions/checkout@v4
        with:
          fetch-depth: 0  # Full history for comprehensive scanning

      - name: Run Gitleaks
        uses: gitleaks/gitleaks-action@v2
        env:
          GITHUB_TOKEN: ${{ secrets.GITHUB_TOKEN }}
          GITLEAKS_LICENSE: ${{ secrets.GITLEAKS_LICENSE }}  # Required for gitleaks-action v2

      # Alternative: Run Gitleaks directly
      - name: Install Gitleaks
        run: |
          wget -q https://github.com/gitleaks/gitleaks/releases/download/v8.21.2/gitleaks_8.21.2_linux_x64.tar.gz
          tar -xzf gitleaks_8.21.2_linux_x64.tar.gz
          chmod +x gitleaks

      - name: Scan for secrets
        run: |
          if [ "${{ github.event_name }}" == "pull_request" ]; then
            ./gitleaks detect \
              --source . \
              --log-opts="${{ github.event.pull_request.base.sha }}..${{ github.event.pull_request.head.sha }}" \
              --report-format sarif \
              --report-path gitleaks.sarif \
              --exit-code 1
          else
            ./gitleaks detect \
              --source . \
              --report-format sarif \
              --report-path gitleaks.sarif \
              --exit-code 1 \
              --baseline-path .gitleaks-baseline.json
          fi

      - name: Upload SARIF
        if: always()
        uses: github/codeql-action/upload-sarif@v3
        with:
          sarif_file: gitleaks.sarif
          category: gitleaks

Step 4: Author Custom Detection Rules

Create organization-specific rules for internal secret patterns.

# .gitleaks.toml
title = "Organization Gitleaks Configuration"

[extend]
useDefault = true  # Include all default rules

# Custom rule for internal API tokens
[[rules]]
id = "internal-api-token"
description = "Internal API token for service-to-service auth"
regex = '''(?i)x-internal-token["\s:=]+["\']?([a-zA-Z0-9_\-]{40,})["\']?'''
entropy = 3.5
keywords = ["x-internal-token"]
tags = ["internal", "api"]

[[rules]]
id = "database-connection-string"
description = "Database connection string with embedded credentials"
regex = '''(?i)(postgres|mysql|mongodb|redis)://[^:]+:[^@]+@[^/]+/\w+'''
keywords = ["postgres://", "mysql://", "mongodb://", "redis://"]
tags = ["database", "credentials"]

[[rules]]
id = "jwt-secret"
description = "JWT signing secret"
regex = '''(?i)(jwt[_-]?secret|jwt[_-]?key)["\s:=]+["\']?([a-zA-Z0-9/+_\-]{32,})["\']?'''
entropy = 3.0
keywords = ["jwt_secret", "jwt-secret", "jwt_key", "jwt-key"]

# Allowlist for test files and known safe patterns
[allowlist]
description = "Global allowlist"
paths = [
  '''(^|/)test(s)?/''',
  '''(^|/)spec/''',
  '''\.test\.(js|ts|py)$''',
  '''\.spec\.(js|ts|py)$''',
  '''__mocks__/''',
  '''fixtures/''',
  '''(^|/)vendor/''',
  '''node_modules/'''
]
regexes = [
  '''EXAMPLE''',
  '''example\.com''',
  '''test[-_]?(key|secret|token|password)''',
  '''(?i)placeholder''',
  '''000000+'''
]

Step 5: Manage Baselines for Existing Repositories

Create a baseline of known findings to avoid blocking development while historical secrets are being rotated.

# Generate baseline from current state
gitleaks detect --source . --report-format json --report-path .gitleaks-baseline.json

# Subsequent scans compare against baseline (only new findings trigger failures)
gitleaks detect --source . --baseline-path .gitleaks-baseline.json --exit-code 1

# Review baseline periodically and remove entries as secrets are rotated
cat .gitleaks-baseline.json | python3 -m json.tool | head -50

Step 6: Remediate Exposed Secrets

When a secret is detected, follow the rotation and history cleanup procedure.

# 1. Immediately rotate the exposed credential
#    - Revoke the old API key/token in the service provider
#    - Generate a new credential
#    - Store the new credential in a secrets manager

# 2. Remove secret from git history using git-filter-repo
pip install git-filter-repo

# Create expressions file for secrets to remove
cat > /tmp/expressions.txt << 'EOF'
regex:AKIA[0-9A-Z]{16}==>REDACTED_AWS_KEY
regex:(?i)password\s*=\s*"[^"]*"==>password="REDACTED"
EOF

git filter-repo --replace-text /tmp/expressions.txt --force

# 3. Force-push the cleaned history (coordinate with team)
# git push --force --all  # WARNING: Requires team coordination

# 4. Add the secret pattern to .gitleaks.toml rules
# 5. Update the baseline file to remove the resolved finding

Key Concepts

Tools & Systems

• Gitleaks: Open-source secret detection tool supporting pre-commit hooks, CI/CD, and historical scanning
• pre-commit: Framework for managing and maintaining multi-language pre-commit hooks
• git-filter-repo: History rewriting tool for removing secrets from git history
• TruffleHog: Alternative secret scanner with verified secret detection capabilities
• GitHub Secret Scanning: Native GitHub feature that detects secrets matching partner patterns

Common Scenarios

Scenario: Onboarding Secret Scanning on a Legacy Repository

Context: A 5-year-old repository has never been scanned. The team needs to enable secret scanning without blocking all development while historical secrets are rotated.

Approach:

1. Run gitleaks detect against full history and generate a baseline JSON file
2. Triage each finding: classify as active (needs rotation), inactive (already rotated), or false positive
3. Immediately rotate all active secrets and update consuming services
4. Commit the baseline file (excluding active secrets that have been fixed)
5. Enable pre-commit hooks for new development immediately
6. Add CI/CD scanning with the baseline to catch only new secrets
7. Progressively reduce the baseline as historical secrets are rotated

Pitfalls: Generating a baseline without triaging means accepting risk on unrotated secrets. Never assume a historical secret is inactive without verifying with the service provider. Running git-filter-repo on a shared repository without coordination will cause rebase conflicts for all team members.

Output Format

Gitleaks Secret Scanning Report
=================================
Repository: org/web-application
Scan Type: Full History
Commits Scanned: 4,523
Date: 2026-02-23

FINDINGS:
  Total: 12
  New (not in baseline): 3
  Baseline (pre-existing): 9

NEW FINDINGS (blocking):
  [1] AWS Access Key ID
      Rule: aws-access-key-id
      File: src/config/aws.py:23
      Commit: a1b2c3d (2026-02-22, dev@company.com)
      Secret: AKIA...REDACTED
      Entropy: 3.8

  [2] GitHub Personal Access Token
      Rule: github-pat
      File: scripts/deploy.sh:15
      Commit: d4e5f6g (2026-02-21, ops@company.com)
      Secret: ghp_...REDACTED
      Entropy: 4.2

  [3] Internal API Token
      Rule: internal-api-token
      File: src/services/auth.py:89
      Commit: h7i8j9k (2026-02-20, dev@company.com)

QUALITY GATE: FAILED (3 new findings)
Action: Rotate exposed credentials immediately.