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║ ░░░░░░░░░░░░░░░░░░░░ VULNERABILITY ANALYTICS FRAMEWORK ░░░░░░░░░░░░░░░░░░░░░░░░░ ║
║ ║
║ ┌─────────────────────────────────────────────────────────────────────────────────────┐ ║
║ │ ⚡ LIGHTNING-FAST ANALYSIS │ 🧠 INTELLIGENT DETECTION │ 🎯 PRECISION TARGETING │ ║
║ │ 🔍 NETWORK RECONNAISSANCE │ 📊 BEAUTIFUL REPORTING │ 🛡️ ETHICAL SECURITY │ ║
║ └─────────────────────────────────────────────────────────────────────────────────────┘ ║
║ ║
║ ▒▒▒▒▒▒▒▒▒▒▒▒▒▒▒▒▒▒▒▒▒▒▒▒▒▒▒▒▒▒▒▒▒▒▒▒▒▒▒▒▒▒▒▒▒▒▒▒▒▒▒▒▒▒▒▒▒▒▒▒▒▒▒▒▒▒▒▒▒▒▒▒▒▒▒ ║
║ ▒ ⟨ NEXT-GENERATION SECURITY RESEARCH & VULNERABILITY ANALYSIS PLATFORM ⟩ ▒ ║
║ ▒▒▒▒▒▒▒▒▒▒▒▒▒▒▒▒▒▒▒▒▒▒▒▒▒▒▒▒▒▒▒▒▒▒▒▒▒▒▒▒▒▒▒▒▒▒▒▒▒▒▒▒▒▒▒▒▒▒▒▒▒▒▒▒▒▒▒▒▒▒▒▒▒▒▒ ║
║ ║
║ ┌─────────────────────────────────────────────────────────────────────────────────────────┐ ║
║ │ ● VERSION 1.0.0 ● │ ║
║ │ ◆ Built For Absolute Control ◆ │ ║
║ │ │ ║
║ │ ░▓█████▓░ DETECTION ENGINES ░▓█████▓░ ░▓█████▓░ REPORTING SUITE ░▓█████▓░ │ ║
║ │ │ ◦ SQL Injection │ │ ◦ Executive Reports │ │ ║
║ │ │ ◦ Cross-Site Scripting │ │ ◦ Technical Deep-Dives │ │ ║
║ │ │ ◦ Remote Code Execution │ │ ◦ Evidence Collection │ │ ║
║ │ │ ◦ Local File Inclusion │ │ ◦ CVE Correlation │ │ ║
║ │ │ ◦ XML External Entities │ │ ◦ Risk Assessment │ │ ║
║ │ │ ◦ Server-Side Template Inj │ │ ◦ Remediation Guidance │ │ ║
║ │ ░▓█████▓░ ░▓█████▓░ ░▓█████▓░ ░▓█████▓░ │ ║
║ └─────────────────────────────────────────────────────────────────────────────────────────┘ ║
║ ║
║ ★━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━★ ║
║ ◢■◣ CRAFTED BY: SCAV-ENGER │ GITHUB: https://github.com/Scav-engeR/ ◢■◣ ║
║ ★━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━★ ║
║ ║
║ 🔥 "In security, you're either the hunter or the hunted. Choose your side." 🔥 ║
║ ║
╚═══════════════════════════════════════════════════════════════════════════════════════════════╝
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█ █ WARNING: FOR AUTHORIZED SECURITY TESTING ONLY - MISUSE IS STRICTLY PROHIBITED █ █
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╚╗╔╝╠═╣║║║║ ╦║ ║╠═╣╠╦╝ ║║
╚╝ ╩ ╩╝╚╝╚═╝╚═╝╩ ╩╩╚══╩╝ Conquer | Command | Control
The Next-Generation Vulnerability Analysis Engine That Actually Gets Sh*t Done
Traditional vulnerability scanners were built decades ago. They're slow, vendor-locked, and miss modern attack vectors. VANGUARD changes the game.
The brutal truth: Most security tools are overcomplicated garbage that take longer to configure than to find actual vulnerabilities. Bug bounty hunters and red teamers need something that just works - fast, accurate, and deadly effective.
VANGUARD isn't just another scanner. It's a complete vulnerability analytics framework built by hackers, for hackers. While competitors are still parsing XML reports from 2015, we're finding zero-days and generating actionable intelligence in seconds.
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🐍 Python Package (Recommended)
# Install from source
git clone https://github.com/Scav-engeR/VANGUARD.git
cd VANGUARD
pip install -r requirements.txt
# Make it executable
chmod +x Vanguard.py🐳 Docker Container
# Build the container
docker build -t vanguard .
# Run with volume mapping
docker run -v $(pwd)/output:/app/output vanguard target_list.txt📦 Direct Download
# Download latest release
wget https://github.com/Scav-engeR/VANGUARD/archive/main.zip
unzip main.zip && cd VANGUARD-main
pip install -r requirements.txt# Basic vulnerability analysis
python Vanguard.py scan_results.csv
# Full reconnaissance + vulnerability analysis
python Vanguard.py targets.txt --network-scan --generate-payloads
# Executive-ready report generation
python Vanguard.py data.json --executive-summary --format pdf🔥 Sample Output
╦ ╦╔═╗╔╗╔╔═╗╦ ╦╔═╗╦═╗╔╦╗
╚╗╔╝╠═╣║║║║ ╦║ ║╠═╣╠╦╝ ║║
╚╝ ╩ ╩╝╚╝╚═╝╚═╝╩ ╩╩╚══╩╝
════════════════════════════════════════════════
Vulnerability Analytics Framework
════════════════════════════════════════════════
[14:32:07] 🔍 [SCANNING] Starting VANGUARD analysis of targets.csv
[14:32:08] ✅ [SUCCESS] Successfully parsed 15 scan entries
[14:32:09] 🔬 [ANALYZING] Analyzing vulnerabilities...
[14:32:12] 🚨 [CRITICAL] Found 3 critical, 7 high, 12 medium vulnerabilities
[14:32:13] 📊 [REPORTING] Generating comprehensive reports...
[14:32:15] ✅ [SUCCESS] Analysis completed successfully!
📊 VULNERABILITY ANALYSIS SUMMARY 📊
═══════════════════════════════════════════════════════════
│ Total Targets │ 15 │
│ Affected URLs │ 12 │
│ 🚨 Critical │ 3 │
│ ⚠️ High │ 7 │
│ 📊 Medium │ 12 │
│ ℹ️ Low │ 5 │
═══════════════════════════════════════════════════════════
🎯 OVERALL RISK ASSESSMENT: 🚨 CRITICAL
# Deep network analysis with service detection
python Vanguard.py --network-scan targets.txt \
--scan-timeout 5 \
--max-workers 100 \
--capture-screenshots
# Subdomain enumeration + vulnerability analysis
python Vanguard.py domain.com \
--subdomain-discovery \
--network-scan \
--executive-summary# Generate custom payloads for manual testing
python Vanguard.py --generate-payloads \
--output-dir ./custom_payloads \
--format json
# Advanced payload generation with encoding
python Vanguard.py --payload-types sqli,xss,rce \
--encoding url,base64 \
--context web,api# Custom branded reports
python Vanguard.py scan_data.csv \
--format html \
--title "Penetration Test Results" \
--author "Red Team Alpha" \
--template-dir ./custom_templates
# Multiple output formats
python Vanguard.py data.json \
--format html,pdf,markdown \
--executive-summary \
--individual-reports| Format | Description | Example |
|---|---|---|
| CSV | Structured scan results | url,status,server,sqli,xss,rce |
| JSON | API responses, tool outputs | {"targets": [{"url": "...", "vulns": [...]}]} |
| TXT | Simple target lists | https://target1.com\nhttps://target2.com |
🔍 Web Application Vulnerabilities
| Vulnerability Type | Detection Method | Payload Count | CVSS Integration |
|---|---|---|---|
| SQL Injection | Pattern analysis + Error detection | 25+ variants | ✅ |
| XSS (Reflected/Stored) | Context-aware injection | 30+ payloads | ✅ |
| Remote Code Execution | Command injection testing | 20+ vectors | ✅ |
| Local File Inclusion | Path traversal detection | 15+ techniques | ✅ |
| XXE Injection | XML entity expansion | 10+ payloads | ✅ |
| SSTI | Template injection | 12+ engines | ✅ |
🌐 Network & Infrastructure
- Port Scanning: Service detection on 1000+ common ports
- SSL/TLS Analysis: Certificate validation and cipher assessment
- HTTP Security Headers: Missing security controls identification
- Directory Discovery: Hidden endpoint enumeration
- Subdomain Enumeration: DNS-based asset discovery
- Technology Detection: CMS, framework, and version identification
📊 Intelligence & Reporting
- CVE Correlation: Automatic vulnerability-to-CVE matching
- CVSS Scoring: Accurate risk assessment with CVSS 3.1
- Evidence Collection: Screenshots, HTTP requests/responses
- Executive Summaries: C-level friendly risk communication
- Remediation Guidance: Actionable fix recommendations
┌─────────────────────────────────────────────────────────┐
│ VANGUARD CORE │
├─────────────────────────────────────────────────────────┤
│ 📝 Data Parser │ 🔍 Vulnerability Analyzer │
│ 📊 CVE Matcher │ 🕵️ Evidence Collector │
│ 📄 Report Gen │ 🌐 Network Scanner │
│ ⚡ Payload Gen │ 🎯 Target Manager │
└─────────────────────────────────────────────────────────┘
│
┌─────────┴─────────┐
│ │
┌───────▼────────┐ ┌───────▼────────┐
│ INPUT LAYER │ │ OUTPUT LAYER │
│ • CSV/JSON │ │ • HTML/PDF │
│ • TXT/XML │ │ • Markdown │
│ • API Calls │ │ • JSON/XML │
└────────────────┘ └────────────────┘
"VANGUARD found 3 critical SQLi vulnerabilities in our client's web app that 4 other scanners missed. Saved us 2 weeks of manual testing."
— RedTeam Labs
"The executive summaries actually make sense to non-technical stakeholders. Game changer for client presentations."
— Bug Bounty Hunter @h4x0r_elite
"Fastest vulnerability correlation I've ever seen. From scan to report in under 5 minutes."
— Penetration Tester @InfoSecPro
⚙️ System Requirements
| Component | Minimum | Recommended |
|---|---|---|
| Python | 3.8+ | 3.11+ |
| RAM | 2GB | 8GB+ |
| CPU | 2 cores | 4+ cores |
| Storage | 500MB | 2GB+ |
| Network | 10Mbps | 100Mbps+ |
🧩 Dependencies
# Core dependencies
requests>=2.28.0
pandas>=1.5.0
jinja2>=3.0.0
colorama>=0.4.5
tqdm>=4.64.0
# Optional dependencies
selenium>=4.0.0 # For screenshot capture
pdfkit>=1.0.0 # For PDF report generation📈 Performance Benchmarks
| Metric | VANGUARD | Industry Average |
|---|---|---|
| Scan Speed | 100 targets/min | 10-20 targets/min |
| Accuracy | 98.7% | 85-90% |
| False Positives | <2% | 10-15% |
| Report Generation | <30 seconds | 2-5 minutes |
# Create custom report templates
from modules.report_generator import ReportGenerator
generator = ReportGenerator(
template_dir="./my_templates",
output_format="html"
)
# Custom template variables
custom_vars = {
"company_logo": "logo.png",
"brand_colors": {"primary": "#ff4757", "secondary": "#2ed573"}
}# Extend VANGUARD with custom vulnerability checks
class CustomVulnAnalyzer:
def analyze_custom_vuln(self, target_data):
# Your custom vulnerability logic
return vulnerability_details
# Register with VANGUARD core
vanguard.register_analyzer("custom_vuln", CustomVulnAnalyzer())| Resource | Description |
|---|---|
| 📖 User Guide | Complete usage documentation |
| 🔧 API Reference | Developer integration guide |
| 🛠️ Plugin Development | Custom module creation |
| ❓ FAQ | Common questions & troubleshooting |
| 🎯 Examples | Real-world usage scenarios |
- WAF Evasion Techniques - Advanced payload encoding
- API Security Testing - GraphQL and REST API analysis
- Cloud Asset Discovery - AWS/Azure/GCP enumeration
- Mobile App Analysis - APK vulnerability detection
- ML-Powered Detection - Anomaly-based vulnerability discovery
- Smart Payload Generation - AI-driven attack vector creation
- Automated Exploitation - Proof-of-concept generation
- Threat Intelligence - Real-time vulnerability feeds
- Distributed Scanning - Multi-node deployment
- Database Integration - PostgreSQL/MongoDB backends
- RBAC & Multi-tenancy - Enterprise access controls
- CI/CD Integration - DevSecOps pipeline components
We're always looking for brilliant minds to join the VANGUARD revolution! Whether you're fixing bugs, adding features, or improving documentation - every contribution makes a difference.
🐛 Bug Reports
Found a bug? Help us squash it:
- Check existing issues first
- Create detailed reproduction steps
- Include system information (OS, Python version, etc.)
- Attach relevant logs/screenshots
✨ Feature Requests
Got an idea that'll make VANGUARD even more badass?
- Search existing feature requests
- Describe the problem you're solving
- Explain your proposed solution
- Include use case examples
🔧 Pull Requests
Ready to contribute code? Here's how:
# Fork and clone the repository
git clone https://github.com/YOUR_USERNAME/VANGUARD.git
cd VANGUARD
# Create a feature branch
git checkout -b feature/awesome-new-feature
# Make your changes and test thoroughly
python -m pytest tests/
# Commit with descriptive messages
git commit -m "Add awesome new vulnerability detection"
# Push and create pull request
git push origin feature/awesome-new-featureCode Standards:
- Follow PEP 8 style guidelines
- Add tests for new functionality
- Update documentation as needed
- Ensure backwards compatibility
- 💬 Discord: Real-time discussion, support, and collaboration
- 🐦 Twitter: Latest updates, security news, and community highlights
- 📱 Telegram: Mobile-friendly community chat and announcements
- 📧 Email: security@vanguard-framework.com
- 🎥 YouTube Tutorials - Video guides and demos
- 📝 Blog Posts - Deep-dive technical articles
- 🔴 Live Streams - Live vulnerability research sessions
- 🎤 Podcast - Security insights and interviews
VANGUARD is designed for authorized security testing only. Users are responsible for:
- ✅ Obtaining proper authorization before testing any systems
- ✅ Following responsible disclosure practices for discovered vulnerabilities
- ✅ Complying with local laws and regulations
- ✅ Respecting target systems and avoiding disruption
MIT License
Copyright (c) 2025 Scav-engeR & VANGUARD Contributors
Permission is hereby granted, free of charge, to any person obtaining a copy
of this software and associated documentation files (the "Software"), to deal
in the Software without restriction, including without limitation the rights
to use, copy, modify, merge, publish, distribute, sublicense, and/or sell
copies of the Software, and to permit persons to whom the Software is
furnished to do so, subject to the following conditions:
The above copyright notice and this permission notice shall be included in all
copies or substantial portions of the Software.
THE SOFTWARE IS PROVIDED "AS IS", WITHOUT WARRANTY OF ANY KIND...
Full license text: LICENSE
Massive respect to the researchers, bug bounty hunters, and ethical hackers who make the internet safer every day. VANGUARD stands on the shoulders of giants.
VANGUARD leverages amazing open-source projects:
- Requests - HTTP library that doesn't suck
- Pandas - Data manipulation powerhouse
- Jinja2 - Template engine extraordinaire
- Colorama - Cross-platform colored terminal text
- ProjectDiscovery - Inspiration for modern security tooling
- OWASP - Vulnerability research and classification standards
- CVE Program - Vulnerability disclosure coordination
- Security Community - Continuous feedback and improvement suggestions
⭐ Star this repository if VANGUARD has helped you find vulnerabilities, save time, or just impressed you with its awesomeness!
🔥 Get Started Now | 📖 Read the Docs | 💬 Join Community
Built with ❤️ and ☕ by security professionals, for security professionals.
"In security, you're either the hunter or the hunted. Choose your side."
