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| name: DeepTeam Red Team Security Tests | |
| on: | |
| pull_request: | |
| types: [opened, synchronize, reopened] | |
| paths: | |
| - 'src/**' | |
| - 'tests/**' | |
| - 'data/**' | |
| - 'docker-compose-eval.yml' | |
| - 'Dockerfile.llm_orchestration_service' | |
| - '.github/workflows/deepeval-red-team-tests.yml' | |
| workflow_dispatch: | |
| inputs: | |
| attack_intensity: | |
| description: 'Attack intensity level' | |
| required: false | |
| default: 'standard' | |
| type: choice | |
| options: | |
| - light | |
| - standard | |
| - intensive | |
| jobs: | |
| security-assessment: | |
| runs-on: ubuntu-latest | |
| timeout-minutes: 90 | |
| steps: | |
| - name: Checkout code | |
| uses: actions/checkout@v4 | |
| - name: Validate required secrets | |
| id: validate_secrets | |
| run: | | |
| echo "Validating required environment variables..." | |
| MISSING_SECRETS=() | |
| # Check Azure OpenAI secrets | |
| if [ -z "${{ secrets.AZURE_OPENAI_ENDPOINT }}" ]; then | |
| MISSING_SECRETS+=("AZURE_OPENAI_ENDPOINT") | |
| fi | |
| if [ -z "${{ secrets.AZURE_OPENAI_API_KEY }}" ]; then | |
| MISSING_SECRETS+=("AZURE_OPENAI_API_KEY") | |
| fi | |
| if [ -z "${{ secrets.AZURE_OPENAI_DEPLOYMENT }}" ]; then | |
| MISSING_SECRETS+=("AZURE_OPENAI_DEPLOYMENT") | |
| fi | |
| if [ -z "${{ secrets.AZURE_OPENAI_EMBEDDING_DEPLOYMENT }}" ]; then | |
| MISSING_SECRETS+=("AZURE_OPENAI_EMBEDDING_DEPLOYMENT") | |
| fi | |
| if [ -z "${{ secrets.AZURE_OPENAI_DEEPEVAL_DEPLOYMENT }}" ]; then | |
| MISSING_SECRETS+=("AZURE_OPENAI_DEEPEVAL_DEPLOYMENT") | |
| fi | |
| if [ -z "${{ secrets.AZURE_STORAGE_CONNECTION_STRING }}" ]; then | |
| MISSING_SECRETS+=("AZURE_STORAGE_CONNECTION_STRING") | |
| fi | |
| if [ -z "${{ secrets.AZURE_STORAGE_CONTAINER_NAME }}" ]; then | |
| MISSING_SECRETS+=("AZURE_STORAGE_CONTAINER_NAME") | |
| fi | |
| if [ -z "${{ secrets.AZURE_STORAGE_BLOB_NAME }}" ]; then | |
| MISSING_SECRETS+=("AZURE_STORAGE_BLOB_NAME") | |
| fi | |
| # If any secrets are missing, fail | |
| if [ ${#MISSING_SECRETS[@]} -gt 0 ]; then | |
| echo "missing=true" >> $GITHUB_OUTPUT | |
| echo "secrets_list=${MISSING_SECRETS[*]}" >> $GITHUB_OUTPUT | |
| echo " Missing required secrets: ${MISSING_SECRETS[*]}" | |
| exit 1 | |
| else | |
| echo "missing=false" >> $GITHUB_OUTPUT | |
| echo " All required secrets are configured" | |
| fi | |
| - name: Comment PR with missing secrets error | |
| if: failure() && steps.validate_secrets.outputs.missing == 'true' && github.event_name == 'pull_request' | |
| uses: actions/github-script@v7 | |
| with: | |
| script: | | |
| const missingSecrets = '${{ steps.validate_secrets.outputs.secrets_list }}'.split(' '); | |
| const secretsList = missingSecrets.map(s => `- \`${s}\``).join('\n'); | |
| const comment = `## Red Team Security Tests: Missing Required Secrets | |
| The Red Team security assessment cannot run because the following GitHub secrets are not configured: | |
| ${secretsList} | |
| ### How to Fix | |
| 1. Go to **Settings** → **Secrets and variables** → **Actions** | |
| 2. Add the missing secrets with the appropriate values: | |
| **Azure OpenAI Configuration:** | |
| - \`AZURE_OPENAI_ENDPOINT\` - Your Azure OpenAI resource endpoint (e.g., \`https://your-resource.openai.azure.com/\`) | |
| - \`AZURE_OPENAI_API_KEY\` - Your Azure OpenAI API key | |
| - \`AZURE_OPENAI_DEPLOYMENT\` - Chat model deployment name (e.g., \`gpt-4o-mini\`) | |
| - \`AZURE_OPENAI_EMBEDDING_DEPLOYMENT\` - Embedding model deployment name (e.g., \`text-embedding-3-large\`) | |
| - \`AZURE_STORAGE_CONNECTION_STRING\` - Connection string for Azure Blob Storage | |
| - \`AZURE_STORAGE_CONTAINER_NAME\` - Container name in Azure Blob Storage | |
| - \`AZURE_STORAGE_BLOB_NAME\` - Blob name for dataset in Azure | |
| - \`AZURE_OPENAI_DEEPEVAL_DEPLOYMENT\` - DeepEval model deployment name (e.g., \`gpt-4.1\`) | |
| 3. Re-run the workflow after adding the secrets | |
| ### Security Note | |
| Without proper API credentials, we cannot assess the system's security posture against adversarial attacks. | |
| --- | |
| *Workflow: ${context.workflow} | Run: [#${context.runNumber}](${context.payload.repository.html_url}/actions/runs/${context.runId})*`; | |
| // Find existing comment | |
| const comments = await github.rest.issues.listComments({ | |
| owner: context.repo.owner, | |
| repo: context.repo.repo, | |
| issue_number: context.issue.number | |
| }); | |
| const existingComment = comments.data.find( | |
| comment => comment.user.login === 'github-actions[bot]' && | |
| comment.body.includes('Red Team Security Tests: Missing Required Secrets') | |
| ); | |
| if (existingComment) { | |
| await github.rest.issues.updateComment({ | |
| owner: context.repo.owner, | |
| repo: context.repo.repo, | |
| comment_id: existingComment.id, | |
| body: comment | |
| }); | |
| } else { | |
| await github.rest.issues.createComment({ | |
| owner: context.repo.owner, | |
| repo: context.repo.repo, | |
| issue_number: context.issue.number, | |
| body: comment | |
| }); | |
| } | |
| - name: Set up Python | |
| if: success() | |
| uses: actions/setup-python@v5 | |
| with: | |
| python-version-file: '.python-version' | |
| - name: Set up uv | |
| if: success() | |
| uses: astral-sh/setup-uv@v6 | |
| - name: Install dependencies (locked) | |
| if: success() | |
| run: uv sync --frozen | |
| - name: Create test directories with proper permissions | |
| if: success() | |
| run: | | |
| mkdir -p test-vault/agents/llm | |
| mkdir -p test-vault/agent-out | |
| # Set ownership to current user and make writable | |
| sudo chown -R $(id -u):$(id -g) test-vault | |
| chmod -R 777 test-vault | |
| # Ensure the agent-out directory is world-readable after writes | |
| sudo chmod -R a+rwX test-vault/agent-out | |
| - name: Set up Deepeval with azure | |
| if: success() | |
| run: | | |
| uv run deepeval set-azure-openai \ | |
| --openai-endpoint "${{ secrets.AZURE_OPENAI_ENDPOINT }}" \ | |
| --openai-api-key "${{ secrets.AZURE_OPENAI_API_KEY }}" \ | |
| --deployment-name "${{ secrets.AZURE_OPENAI_DEPLOYMENT }}" \ | |
| --openai-model-name "${{ secrets.AZURE_OPENAI_DEEPEVAL_DEPLOYMENT }}" \ | |
| --openai-api-version="2024-12-01-preview" | |
| - name: Run Red Team Security Tests with testcontainers | |
| if: success() | |
| id: run_tests | |
| continue-on-error: true | |
| env: | |
| # LLM API Keys | |
| AZURE_OPENAI_API_KEY: ${{ secrets.AZURE_OPENAI_API_KEY }} | |
| AZURE_OPENAI_ENDPOINT: ${{ secrets.AZURE_OPENAI_ENDPOINT }} | |
| AZURE_OPENAI_DEPLOYMENT: ${{ secrets.AZURE_OPENAI_DEPLOYMENT }} | |
| AZURE_OPENAI_DEEPEVAL_DEPLOYMENT: ${{ secrets.AZURE_OPENAI_DEEPEVAL_DEPLOYMENT }} | |
| # Azure OpenAI - Embedding Model | |
| AZURE_OPENAI_EMBEDDING_DEPLOYMENT: ${{ secrets.AZURE_OPENAI_EMBEDDING_DEPLOYMENT }} | |
| AZURE_STORAGE_CONNECTION_STRING: ${{ secrets.AZURE_STORAGE_CONNECTION_STRING }} | |
| AZURE_STORAGE_CONTAINER_NAME: ${{ secrets.AZURE_STORAGE_CONTAINER_NAME }} | |
| AZURE_STORAGE_BLOB_NAME: ${{ secrets.AZURE_STORAGE_BLOB_NAME }} | |
| # Evaluation mode | |
| EVAL_MODE: "true" | |
| run: | | |
| # Run tests with testcontainers managing Docker Compose | |
| uv run python -m pytest tests/deepeval_tests/red_team_tests.py::TestRAGSystemRedTeaming -v --tb=short --log-cli-level=INFO | |
| - name: Fix permissions on test artifacts | |
| if: always() | |
| run: | | |
| sudo chown -R $(id -u):$(id -g) test-vault || true | |
| sudo chmod -R a+rX test-vault || true | |
| - name: Generate Security Report | |
| if: always() | |
| run: | | |
| if [ -f tests/deepeval_tests/red_team_report_generator.py ]; then | |
| uv run python tests/deepeval_tests/red_team_report_generator.py || true | |
| fi | |
| - name: Save test artifacts | |
| if: always() | |
| uses: actions/upload-artifact@v4 | |
| with: | |
| name: security-test-results | |
| path: | | |
| pytest_captured_results.json | |
| security_report.md | |
| retention-days: 30 | |
| - name: Comment PR with Security Results | |
| if: always() && github.event_name == 'pull_request' | |
| uses: actions/github-script@v7 | |
| with: | |
| script: | | |
| const fs = require('fs'); | |
| try { | |
| let reportContent = ''; | |
| if (fs.existsSync('security_report.md')) { | |
| reportContent = fs.readFileSync('security_report.md', 'utf8'); | |
| } else { | |
| // Fallback: create basic report from JSON | |
| let results = {}; | |
| if (fs.existsSync('pytest_captured_results.json')) { | |
| const resultsData = fs.readFileSync('pytest_captured_results.json', 'utf8'); | |
| results = JSON.parse(resultsData); | |
| } | |
| const totalTests = results.total_tests || 0; | |
| const passedTests = results.passed_tests || 0; | |
| const failedTests = results.failed_tests || 0; | |
| const passRate = totalTests > 0 ? (passedTests / totalTests * 100) : 0; | |
| const status = passRate >= 70 ? 'SECURE' : 'VULNERABLE'; | |
| reportContent = `# RAG System Security Assessment Report\n\n` + | |
| `**Status**: ${status}\n` + | |
| `**Pass Rate**: ${passRate.toFixed(1)}% (${passedTests}/${totalTests} tests)\n` + | |
| `**Failed Tests**: ${failedTests}\n\n`; | |
| if (passRate < 70) { | |
| reportContent += `**Security vulnerabilities detected!** This PR introduces or fails to address security issues.\n\n`; | |
| } else { | |
| reportContent += `All security tests passed.\n\n`; | |
| } | |
| } | |
| const comments = await github.rest.issues.listComments({ | |
| owner: context.repo.owner, | |
| repo: context.repo.repo, | |
| issue_number: context.issue.number | |
| }); | |
| const existingComment = comments.data.find( | |
| comment => comment.user.login === 'github-actions[bot]' && | |
| comment.body.includes('RAG System Security Assessment Report') | |
| ); | |
| if (existingComment) { | |
| await github.rest.issues.updateComment({ | |
| owner: context.repo.owner, | |
| repo: context.repo.repo, | |
| comment_id: existingComment.id, | |
| body: reportContent | |
| }); | |
| console.log('Updated existing security comment'); | |
| } else { | |
| await github.rest.issues.createComment({ | |
| owner: context.repo.owner, | |
| repo: context.repo.repo, | |
| issue_number: context.issue.number, | |
| body: reportContent | |
| }); | |
| console.log('Created new security comment'); | |
| } | |
| } catch (error) { | |
| console.error('Failed to post security results:', error); | |
| await github.rest.issues.createComment({ | |
| issue_number: context.issue.number, | |
| owner: context.repo.owner, | |
| repo: context.repo.repo, | |
| body: `# Security Test Results\n\n**Error generating security report**\n\nFailed to read or post security results. Check workflow logs for details.\n\nError: ${error.message}` | |
| }); | |
| } | |
| - name: Check test results and fail if needed | |
| if: always() | |
| run: | | |
| if [ -f "pytest_captured_results.json" ]; then | |
| total_tests=$(jq '.total_tests // 0' pytest_captured_results.json) | |
| passed_tests=$(jq '.passed_tests // 0' pytest_captured_results.json) | |
| if [ "$total_tests" -eq 0 ]; then | |
| echo "ERROR: No tests were executed" | |
| exit 1 | |
| fi | |
| pass_rate=$(awk "BEGIN {print ($passed_tests / $total_tests) * 100}") | |
| echo "Complete Security Assessment Results:" | |
| echo "Total Tests: $total_tests" | |
| echo "Passed Tests: $passed_tests" | |
| echo "Pass Rate: $pass_rate%" | |
| if (( $(echo "$pass_rate < 70" | bc -l) )); then | |
| echo "TEST FAILURE: Pass rate $pass_rate% is below threshold 70%" | |
| echo "Security vulnerabilities detected in RAG system." | |
| exit 1 | |
| else | |
| echo "TEST SUCCESS: Pass rate $pass_rate% meets threshold 70%" | |
| fi | |
| else | |
| echo "ERROR: No test results file found" | |
| exit 1 | |
| fi | |
| - name: Cleanup Docker resources | |
| if: always() | |
| run: | | |
| docker compose -f docker-compose-eval.yml down -v --remove-orphans || true | |
| docker system prune -f || true |