Implements comprehensive HTML report generation from JSON scan data with Jinja2 templates. Reports feature a dark slate theme with summary dashboard, drift alerts, security warnings, and expandable service details. Features: - Dark theme HTML reports with slate/grey color scheme - Summary dashboard: scan statistics, drift alerts, security warnings - Site-by-site breakdown with IP grouping and status badges - Expandable service details and SSL/TLS certificate information - Visual badges: green (expected), red (unexpected), yellow (missing) - UDP port handling: shows expected, unexpected, and missing UDP ports - Screenshot links with relative paths for portability - Optimized hover effects for table rows - Standalone HTML output (no external dependencies) Technical changes: - Added src/report_generator.py: HTMLReportGenerator class with summary calculations - Added templates/report_template.html: Jinja2 template for dynamic reports - Added templates/report_mockup.html: Static mockup for design testing - Updated requirements.txt: Added Jinja2==3.1.2 - Updated README.md: Added HTML report generation section with usage and features - Updated CLAUDE.md: Added implementation details, usage guide, and troubleshooting Usage: python3 src/report_generator.py output/scan_report.json 🤖 Generated with [Claude Code](https://claude.com/claude-code) Co-Authored-By: Claude <noreply@anthropic.com>
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CLAUDE.md
This file provides guidance to Claude Code (claude.ai/code) when working with code in this repository.
Project Overview
SneakyScanner is a dockerized network scanning tool that uses a five-phase approach: masscan for fast port discovery, nmap for service detection, sslyze for HTTP/HTTPS and SSL/TLS analysis, and Playwright for webpage screenshots. It accepts YAML configuration files defining scan targets and expected network behavior, then produces comprehensive JSON reports with service information, SSL certificates, TLS versions, cipher suites, and webpage screenshots - comparing expected vs. actual results.
Essential Commands
Building and Running
# Build the Docker image
docker build -t sneakyscanner .
# Run with docker-compose (easiest method)
docker-compose build
docker-compose up
# Run directly with Docker
docker run --rm --privileged --network host \
-v $(pwd)/configs:/app/configs:ro \
-v $(pwd)/output:/app/output \
sneakyscanner /app/configs/your-config.yaml
Development
# Test the Python script locally (requires masscan and nmap installed)
python3 src/scanner.py configs/example-site.yaml -o ./output
# Validate YAML config
python3 -c "import yaml; yaml.safe_load(open('configs/example-site.yaml'))"
Architecture
Core Components
-
src/scanner.py - Main application
SneakyScannerclass: Orchestrates scanning workflow_load_config(): Parses and validates YAML config_run_masscan(): Executes masscan for TCP/UDP scanning_run_ping_scan(): Executes masscan ICMP ping scanning_run_nmap_service_detection(): Executes nmap service detection on discovered TCP ports_parse_nmap_xml(): Parses nmap XML output to extract service information_is_likely_web_service(): Identifies web services based on nmap results_detect_http_https(): Detects HTTP vs HTTPS using socket connections_analyze_ssl_tls(): Analyzes SSL/TLS certificates and supported versions using sslyze_run_http_analysis(): Orchestrates HTTP/HTTPS and SSL/TLS analysis phasescan(): Main workflow - collects IPs, runs scans, performs service detection, HTTP/HTTPS analysis, compiles resultssave_report(): Writes JSON output with timestamp and scan duration
-
src/screenshot_capture.py - Screenshot capture module
ScreenshotCaptureclass: Handles webpage screenshot capturecapture(): Captures screenshot of a web service (HTTP/HTTPS)_launch_browser(): Initializes Playwright with Chromium in headless mode_close_browser(): Cleanup browser resources_get_screenshot_dir(): Creates screenshots subdirectory_generate_filename(): Generates filename for screenshot (IP_PORT.png)
-
src/report_generator.py - HTML report generator
HTMLReportGeneratorclass: Generates comprehensive HTML reports from JSON scan datagenerate_report(): Main method to generate HTML report with summary dashboard and service details_load_json_report(): Loads and parses JSON scan report_calculate_summary_stats(): Calculates scan statistics for dashboard (IPs, ports, services, screenshots)_identify_drift_alerts(): Identifies unexpected/missing ports and services_identify_security_warnings(): Identifies security issues (expiring certs, weak TLS, self-signed certs)_format_date(): Helper to format ISO date strings_format_duration(): Helper to format scan duration
-
configs/ - YAML configuration files
- Define scan title, sites, IPs, and expected network behavior
- Each IP includes expected ping response and TCP/UDP ports
-
output/ - JSON scan reports and screenshots
- Timestamped JSON files:
scan_report_YYYYMMDD_HHMMSS.json - Screenshot directory:
scan_report_YYYYMMDD_HHMMSS_screenshots/ - Contains actual vs. expected comparison for each IP
- Timestamped JSON files:
Scan Workflow
- Parse YAML config and extract all unique IPs
- Run ping scan on all IPs using
masscan --ping - Run TCP scan on all IPs for ports 0-65535
- Run UDP scan on all IPs for ports 0-65535
- Run service detection on discovered TCP ports using
nmap -sV - Run HTTP/HTTPS analysis on web services identified by nmap:
- Detect HTTP vs HTTPS using socket connections
- Capture webpage screenshot using Playwright (viewport 1280x720, 15s timeout)
- For HTTPS: Extract certificate details (subject, issuer, expiry, SANs)
- Test TLS version support (TLS 1.0, 1.1, 1.2, 1.3)
- List accepted cipher suites for each TLS version
- Aggregate results by IP and site
- Generate JSON report with timestamp, scan duration, screenshot references, and complete service details
Why Dockerized
- Masscan and nmap require raw socket access (root/CAP_NET_RAW)
- Isolates privileged operations in container
- Ensures consistent masscan and nmap versions and dependencies
- Uses
--privilegedand--network hostfor network access
Masscan Integration
- Masscan is built from source in Dockerfile
- Writes output to temporary JSON files
- Results parsed line-by-line (masscan uses comma-separated JSON lines)
- Temporary files cleaned up after each scan
Nmap Integration
- Nmap installed via apt package in Dockerfile
- Runs service detection (
-sV) with intensity level 5 (balanced speed/accuracy) - Outputs XML format for structured parsing
- XML parsed using Python's ElementTree library (xml.etree.ElementTree)
- Extracts service name, product, version, extrainfo, and ostype
- Runs sequentially per IP to avoid overwhelming the target
- 10-minute timeout per host, 5-minute host timeout
HTTP/HTTPS and SSL/TLS Analysis
- Uses sslyze library for comprehensive SSL/TLS scanning
- HTTP/HTTPS detection using Python's built-in socket and ssl modules
- Analyzes services based on:
- Nmap service identification (http, https, ssl, http-proxy, etc.)
- Common web ports (80, 443, 8000, 8006, 8008, 8080, 8081, 8443, 8888, 9443)
- This ensures non-standard ports (like Proxmox 8006) are analyzed even if nmap misidentifies them
- For HTTPS services:
- Extracts certificate information using cryptography library
- Tests TLS versions: 1.0, 1.1, 1.2, 1.3
- Lists all accepted cipher suites for each supported TLS version
- Calculates days until certificate expiration
- Extracts SANs (Subject Alternative Names) from certificate
- Graceful error handling: if SSL analysis fails, still reports HTTP/HTTPS detection
- 5-second timeout per HTTP/HTTPS detection
- Results merged into service data structure under
http_infokey - Note: Uses sslyze 6.0 API which accesses scan results as attributes (e.g.,
certificate_info,tls_1_2_cipher_suites) rather than through.scan_commands_results.get()
Webpage Screenshot Capture
Implementation: src/screenshot_capture.py - Separate module for code organization
Technology Stack:
- Playwright 1.40.0 with Chromium in headless mode
- System Chromium and chromium-driver installed via apt (Dockerfile)
- Python's pathlib for cross-platform file path handling
Screenshot Process:
- Screenshots captured for all successfully detected HTTP/HTTPS services
- Services identified by:
- Nmap service names: http, https, ssl, http-proxy, http-alt, etc.
- Common web ports: 80, 443, 8000, 8006, 8008, 8080, 8081, 8443, 8888, 9443
- Browser lifecycle managed via context manager pattern (
__enter__,__exit__)
Configuration (default values):
- Viewport size: 1280x720 pixels (viewport only, not full page)
- Timeout: 15 seconds per screenshot (15000ms in Playwright)
- Wait strategy:
wait_until='networkidle'- waits for network activity to settle - SSL handling:
ignore_https_errors=True- handles self-signed certs - User agent: Mozilla/5.0 (Windows NT 10.0; Win64; x64) AppleWebKit/537.36
- Browser args:
--no-sandbox,--disable-setuid-sandbox,--disable-dev-shm-usage,--disable-gpu
Storage Architecture:
- Screenshots saved as PNG files in subdirectory:
scan_report_YYYYMMDD_HHMMSS_screenshots/ - Filename format:
{ip}_{port}.png(dots in IP replaced with underscores)- Example:
192_168_1_10_443.pngfor 192.168.1.10:443
- Example:
- Path stored in JSON as relative reference:
http_info.screenshotfield - Relative paths ensure portability of output directory
Error Handling (graceful degradation):
- If screenshot fails (timeout, connection error, etc.), scan continues
- Failed screenshots logged as warnings, not errors
- Services without screenshots simply omit the
screenshotfield in JSON output - Browser launch failure disables all screenshots for the scan
Browser Lifecycle (optimized for performance):
- Browser launched once at scan start (in
scan()method) - Reused for all screenshots via single browser instance
- New context + page created per screenshot (isolated state)
- Context and page closed after each screenshot
- Browser closed at scan completion (cleanup in
scan()method)
Integration Points:
- Initialized in
scanner.py:scan()with scan timestamp - Called from
scanner.py:_run_http_analysis()after protocol detection - Cleanup called in
scanner.py:scan()after all analysis complete
Code Reference Locations:
src/screenshot_capture.py: Complete screenshot module (lines 1-202)src/scanner.py:scan(): Browser initialization and cleanupsrc/scanner.py:_run_http_analysis(): Screenshot capture invocation
Configuration Schema
title: string # Report title (required)
sites: # List of sites (required)
- name: string # Site name
ips: # List of IPs for this site
- address: string # IP address (IPv4)
expected: # Expected network behavior
ping: boolean # Should respond to ping
tcp_ports: [int] # Expected TCP ports
udp_ports: [int] # Expected UDP ports
services: [string] # Expected services (optional)
Key Design Decisions
- Five-phase scanning: Masscan for fast port discovery (10,000 pps), nmap for service detection, then HTTP/HTTPS and SSL/TLS analysis for web services
- All-port scanning: TCP and UDP scans cover entire port range (0-65535) to detect unexpected services
- Selective web analysis: Only analyze services identified by nmap as web-related to optimize scan time
- Machine-readable output: JSON format enables automated report generation and comparison
- Expected vs. Actual: Config includes expected behavior to identify infrastructure drift
- Site grouping: IPs organized by logical site for better reporting
- Temporary files: Masscan and nmap output written to temp files to avoid conflicts in parallel scans
- Service details: Extract product name, version, and additional info for each discovered service
- SSL/TLS security: Comprehensive certificate analysis and TLS version testing with cipher suite enumeration
Testing Strategy
When testing changes:
- Use a controlled test environment with known services (including HTTP/HTTPS)
- Create a test config with 1-2 IPs
- Verify JSON output structure matches schema
- Check that ping, TCP, and UDP results are captured
- Verify service detection results include service name, product, and version
- For web services, verify http_info includes:
- Correct protocol detection (http vs https)
- Screenshot path reference (relative to output directory)
- Verify screenshot PNG file exists at the referenced path
- Certificate details for HTTPS (subject, issuer, expiry, SANs)
- TLS version support (1.0-1.3) with cipher suites
- Ensure temp files are cleaned up (masscan JSON, nmap XML)
- Verify screenshot directory created with correct naming convention
- Test screenshot capture with HTTP, HTTPS, and self-signed certificate services
Common Tasks
Modifying Scan Parameters
Masscan rate limiting:
--rate: Currently set to 10000 packets/second in src/scanner.py:80, 132--wait: Set to 0 (don't wait for late responses)- Adjust these in
_run_masscan()and_run_ping_scan()methods
Nmap service detection intensity:
--version-intensity: Currently set to 5 (balanced) in src/scanner.py:201- Range: 0-9 (0=light, 9=comprehensive)
- Lower values are faster but less accurate
- Adjust in
_run_nmap_service_detection()method
Nmap timeouts:
--host-timeout: Currently 5 minutes in src/scanner.py:204- Overall subprocess timeout: 600 seconds (10 minutes) in src/scanner.py:208
- Adjust based on network conditions and number of ports
Adding New Scan Types
To add additional scan functionality (e.g., OS detection, vulnerability scanning):
- Add new method to
SneakyScannerclass (follow pattern of_run_nmap_service_detection()) - Update
scan()workflow to call new method - Add results to
actualsection of output JSON - Update YAML schema if expected values needed
- Update documentation (README.md, CLAUDE.md)
Changing Output Format
JSON structure defined in src/scanner.py:365+. To modify:
- Update the report dictionary structure
- Ensure backward compatibility or version the schema
- Update README.md output format documentation
- Update example output in both README.md and CLAUDE.md
Generating HTML Reports
Basic usage:
# Generate HTML report from most recent JSON scan
python3 src/report_generator.py output/scan_report_20251113_175235.json
Custom output location:
# Specify output filename
python3 src/report_generator.py output/scan.json reports/my_report.html
Programmatic usage:
from src.report_generator import HTMLReportGenerator
generator = HTMLReportGenerator('output/scan_report.json')
html_path = generator.generate_report('custom_output.html')
print(f"Report generated: {html_path}")
Customizing the HTML template:
- Edit
templates/report_template.htmlto modify layout, colors, or content - Template uses Jinja2 syntax with variables like
{{ title }},{% for site in sites %} - CSS is embedded in the template for portability (single file output)
- Test design changes with
templates/report_mockup.htmlfirst
Output:
- Standalone HTML file (no external dependencies)
- Can be opened directly in any browser
- Dark theme optimized for readability
- Screenshot links are relative paths (keep output directory structure intact)
Customizing Screenshot Capture
Change viewport size (src/screenshot_capture.py:35):
self.viewport = viewport or {'width': 1920, 'height': 1080} # Full HD
Change timeout (src/screenshot_capture.py:34):
self.timeout = timeout * 1000 # Default is 15 seconds
# Pass different value when initializing: ScreenshotCapture(..., timeout=30)
Capture full-page screenshots (src/screenshot_capture.py:173):
page.screenshot(path=str(screenshot_path), type='png', full_page=True)
Change wait strategy (src/screenshot_capture.py:170):
# Options: 'load', 'domcontentloaded', 'networkidle', 'commit'
page.goto(url, wait_until='load', timeout=self.timeout)
Add custom request headers (src/screenshot_capture.py:157-161):
context = self.browser.new_context(
viewport=self.viewport,
ignore_https_errors=True,
user_agent='CustomUserAgent/1.0',
extra_http_headers={'Authorization': 'Bearer token'}
)
Disable screenshot capture entirely: In src/scanner.py:scan(), comment out or skip initialization:
# self.screenshot_capture = ScreenshotCapture(...)
self.screenshot_capture = None # This disables all screenshots
Add authentication (for services requiring login): In src/screenshot_capture.py:capture(), before taking screenshot:
# Navigate to login page first
page.goto(f"{protocol}://{ip}:{port}/login")
page.fill('#username', 'admin')
page.fill('#password', 'password')
page.click('#login-button')
page.wait_for_url(f"{protocol}://{ip}:{port}/dashboard")
# Then take screenshot
page.screenshot(path=str(screenshot_path), type='png')
Performance Optimization
Current bottlenecks:
- Port scanning: ~30 seconds for 2 IPs (65535 ports each at 10k pps)
- Service detection: ~20-60 seconds per IP with open ports
- HTTP/HTTPS analysis: ~5-10 seconds per web service (includes SSL/TLS analysis)
- Screenshot capture: ~5-15 seconds per web service (depends on page load time)
Optimization strategies:
- Parallelize nmap scans across IPs (currently sequential)
- Parallelize HTTP/HTTPS analysis and screenshot capture across services using ThreadPoolExecutor
- Reduce port range for faster scanning (if full range not needed)
- Lower nmap intensity (trade accuracy for speed)
- Skip service detection on high ports (>1024) if desired
- Reduce SSL/TLS analysis scope (e.g., test only TLS 1.2+ if legacy support not needed)
- Adjust HTTP/HTTPS detection timeout (currently 5 seconds in src/scanner.py:510)
- Adjust screenshot timeout (currently 15 seconds in src/screenshot_capture.py:34)
- Disable screenshot capture for faster scans (set screenshot_capture to None)
HTML Report Generation (✅ Implemented)
SneakyScanner now includes comprehensive HTML report generation from JSON scan data.
Usage:
# Generate HTML report from JSON scan output
python3 src/report_generator.py output/scan_report_20251113_175235.json
# Specify custom output path
python3 src/report_generator.py output/scan.json custom_report.html
Implemented Features:
- ✅ Dark theme with slate/grey color scheme for easy reading
- ✅ Summary dashboard with scan statistics, drift alerts, and security warnings
- ✅ Site-by-site breakdown with IP grouping
- ✅ Service details with expandable cards (click to expand)
- ✅ Visual badges for expected vs. unexpected services (green/red/yellow)
- ✅ SSL/TLS certificate details with expandable sections
- ✅ TLS version support display with cipher suites
- ✅ Certificate expiration warnings (highlighted for <30 days)
- ✅ Weak TLS version detection (TLS 1.0/1.1)
- ✅ Self-signed certificate identification
- ✅ Screenshot links (referenced, not embedded)
- ✅ Missing expected services clearly marked
- ✅ UDP port handling:
- Expected UDP ports shown with green "Expected" badge
- Unexpected UDP ports shown with red "Unexpected" badge
- Missing expected UDP ports shown with yellow "Missing" badge
- Note displayed that service detection not available for UDP
- ✅ Responsive layout for different screen sizes
- ✅ No JavaScript dependencies - pure HTML/CSS with minimal vanilla JS
- ✅ Optimized hover effects for table rows (lighter background + blue left border)
Template Architecture:
templates/report_template.html- Jinja2 template for dynamic report generationtemplates/report_mockup.html- Static mockup for design testing- Custom CSS with dark slate theme (#0f172a background, #60a5fa accents)
- Expandable service details and SSL/TLS sections
- Color-coded status badges (expected=green, unexpected=red, missing=yellow)
HTMLReportGenerator Class (src/report_generator.py):
- Loads JSON scan reports
- Calculates summary statistics (IPs, ports, services, screenshots)
- Identifies drift alerts (unexpected/missing ports and services)
- Identifies security warnings (expiring certs, weak TLS, self-signed certs, high ports)
- Renders Jinja2 template with context data
- Outputs standalone HTML file (no server required)
Future Enhancements for HTML Reports:
- Sortable/filterable tables with JavaScript
- Timeline view of scan history
- Scan comparison (diff between two reports)
- Export to PDF capability
- Interactive charts/graphs for trends
- Embedded screenshot thumbnails (currently links only)
Planned Features (Future Development)
The following features are planned for future implementation:
1. Comparison Reports (Scan Diffs)
Generate reports showing changes between scans over time.
Features:
- Compare two scan reports
- Highlight new/removed services
- Track certificate changes
- Detect TLS configuration drift
- Show port changes
3. Additional Enhancements
- Email Notifications: Alert on unexpected changes or certificate expirations
- Scheduled Scanning: Automated periodic scans with cron integration
- Vulnerability Detection: Integration with CVE databases for known vulnerabilities
- API Mode: REST API for triggering scans and retrieving results
- Multi-threading: Parallel scanning of multiple IPs for better performance
Development Notes
Current Dependencies
- PyYAML==6.0.1 (YAML parsing)
- python-libnmap==0.7.3 (nmap XML parsing)
- sslyze==6.0.0 (SSL/TLS analysis)
- playwright==1.40.0 (webpage screenshot capture)
- Jinja2==3.1.2 (HTML report template engine)
- Built-in: socket, ssl, subprocess, xml.etree.ElementTree, logging, json, pathlib, datetime
- System: chromium, chromium-driver (installed via Dockerfile)
For Future Enhancements, May Need:
- weasyprint or pdfkit for PDF export
- Chart.js or Plotly for interactive visualizations
Key Files to Modify for New Features:
- src/scanner.py - Core scanning logic (add new phases/methods)
- src/screenshot_capture.py - ✅ Implemented: Webpage screenshot capture module
- src/report_generator.py - ✅ Implemented: HTML report generation with Jinja2 templates
- templates/ - ✅ Implemented: Jinja2 templates for HTML reports
report_template.html- Main report template with dark themereport_mockup.html- Static mockup for design testing
- requirements.txt - Add new dependencies
- Dockerfile - Install additional system dependencies (browsers, etc.)
Testing Strategy for New Features:
Screenshot Capture Testing (✅ Implemented):
- Test with HTTP services (port 80, 8080, etc.)
- Test with HTTPS services with valid certificates (port 443, 8443)
- Test with HTTPS services with self-signed certificates
- Test with non-standard web ports (e.g., Proxmox on 8006)
- Test with slow-loading pages (verify 15s timeout works)
- Test with services that return errors (404, 500, etc.)
- Verify screenshot files are created with correct naming
- Verify JSON references point to correct screenshot files
- Verify browser cleanup occurs properly (no zombie processes)
- Test with multiple IPs and services to ensure browser reuse works
HTML Report Testing (Planned):
- Validate HTML report rendering across browsers
- Ensure large scans don't cause memory issues with screenshots
- Test report generation with missing/incomplete data
- Verify all URLs and links work in generated reports
- Test embedded screenshots display correctly
Troubleshooting
Screenshot Capture Issues
Problem: Screenshots not being captured
- Check: Verify Chromium installed:
chromium --versionin container - Check: Verify Playwright browsers installed:
playwright install --dry-run chromium - Check: Look for browser launch errors in stderr output
- Solution: Rebuild Docker image ensuring Dockerfile steps complete
Problem: "Failed to launch browser" error
- Check: Ensure container has sufficient memory (Chromium needs ~200MB)
- Check: Docker runs with
--privilegedor appropriate capabilities - Solution: Add
--shm-size=2gbto docker run command if/dev/shmis too small
Problem: Screenshots timing out
- Check: Network connectivity to target services
- Check: Services actually serve webpages (not just open ports)
- Solution: Increase timeout in
src/screenshot_capture.py:34if needed - Solution: Check service responds to HTTP requests:
curl -I http://IP:PORT
Problem: Screenshots are blank/empty
- Check: Service returns valid HTML (not just TCP banner)
- Check: Page requires JavaScript (may need longer wait time)
- Solution: Change
wait_untilstrategy from'networkidle'to'load'or'domcontentloaded'
Problem: HTTPS certificate errors despite ignore_https_errors=True
- Check: System certificates up to date in container
- Solution: This should not happen; file an issue if it does
HTML Report Generation Issues
Problem: "Template not found" error
- Check: Verify
templates/report_template.htmlexists - Check: Running script from correct directory (project root)
- Solution: Ensure template directory structure is intact:
templates/report_template.html
Problem: Report generated but looks broken/unstyled
- Check: Browser opens HTML file correctly (not viewing source)
- Check: CSS is embedded in template (should be in
<style>tags) - Solution: Try different browser (Chrome, Firefox, Edge)
Problem: UDP ports not showing in report
- Check: JSON report contains UDP port data in
actual.udp_ports - Solution: Regenerate report with updated template (template was fixed to show UDP ports)
- Note: Expected behavior - UDP ports show with note that service detection unavailable
Problem: Screenshot links broken in HTML report
- Check: Screenshot directory exists in same parent directory as HTML file
- Check: Screenshot paths in JSON are relative (not absolute)
- Solution: Keep HTML report and screenshot directory together (don't move HTML file alone)
- Example: If HTML is at
output/scan_report.html, screenshots should be atoutput/scan_report_screenshots/
Problem: "Invalid JSON" error when generating report
- Check: JSON report file is valid:
python3 -m json.tool output/scan_report.json - Check: JSON file not truncated or corrupted
- Solution: Re-run scan to generate fresh JSON report
Problem: Expandable sections not working (click doesn't expand)
- Check: JavaScript is enabled in browser
- Check: Browser console for JavaScript errors (F12 → Console)
- Solution: This indicates template corruption; re-generate from
templates/report_template.html
Nmap/Masscan Issues
Problem: No ports discovered
- Check: Firewall rules allow scanning
- Check: Targets are actually online (
pingtest) - Solution: Run manual masscan:
masscan -p80,443 192.168.1.10 --rate 1000
Problem: "Operation not permitted" error
- Check: Container runs with
--privilegedorCAP_NET_RAW - Solution: Add
--privilegedflag to docker run command
Problem: Service detection not working
- Check: Nmap can connect to ports:
nmap -p 80 192.168.1.10 - Check: Services actually respond to nmap probes (some firewall/IPS block)
- Solution: Adjust nmap intensity or timeout values