{"id":30272026,"url":"https://github.com/scav-enger/vanguard","last_synced_at":"2025-08-16T05:12:52.654Z","repository":{"id":307286356,"uuid":"1028996907","full_name":"Scav-engeR/VANGUARD","owner":"Scav-engeR","description":"Absolute Vulnerability Analytical Station  \u003e  Conquer | Command | Control ","archived":false,"fork":false,"pushed_at":"2025-07-30T12:54:19.000Z","size":110,"stargazers_count":1,"open_issues_count":0,"forks_count":1,"subscribers_count":0,"default_branch":"main","last_synced_at":"2025-07-30T13:58:01.713Z","etag":null,"topics":["analytics","assessment","automation","bugbounty","bugbounty-tool","customization","deepscan","framework","network-automation","payload","payload-generator","readteam","redteaming","scan","security","vulnerability","vulnerable"],"latest_commit_sha":null,"homepage":"","language":"Python","has_issues":true,"has_wiki":null,"has_pages":null,"mirror_url":null,"source_name":null,"license":"gpl-3.0","status":null,"scm":"git","pull_requests_enabled":true,"icon_url":"https://github.com/Scav-engeR.png","metadata":{"files":{"readme":"README.md","changelog":null,"contributing":null,"funding":null,"license":"LICENSE","code_of_conduct":null,"threat_model":null,"audit":null,"citation":null,"codeowners":null,"security":null,"support":null,"governance":null,"roadmap":null,"authors":null,"dei":null,"publiccode":null,"codemeta":null,"zenodo":null}},"created_at":"2025-07-30T11:18:10.000Z","updated_at":"2025-07-30T12:54:23.000Z","dependencies_parsed_at":"2025-07-30T14:08:18.581Z","dependency_job_id":null,"html_url":"https://github.com/Scav-engeR/VANGUARD","commit_stats":null,"previous_names":["scav-enger/vanguard"],"tags_count":null,"template":true,"template_full_name":null,"purl":"pkg:github/Scav-engeR/VANGUARD","repository_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/Scav-engeR%2FVANGUARD","tags_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/Scav-engeR%2FVANGUARD/tags","releases_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/Scav-engeR%2FVANGUARD/releases","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/Scav-engeR%2FVANGUARD/manifests","owner_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/owners/Scav-engeR","download_url":"https://codeload.github.com/Scav-engeR/VANGUARD/tar.gz/refs/heads/main","sbom_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/Scav-engeR%2FVANGUARD/sbom","scorecard":null,"host":{"name":"GitHub","url":"https://github.com","kind":"github","repositories_count":270670063,"owners_count":24625444,"icon_url":"https://github.com/github.png","version":null,"created_at":"2022-05-30T11:31:42.601Z","updated_at":"2022-07-04T15:15:14.044Z","status":"online","status_checked_at":"2025-08-16T02:00:11.002Z","response_time":91,"last_error":null,"robots_txt_status":"success","robots_txt_updated_at":"2025-07-24T06:49:26.215Z","robots_txt_url":"https://github.com/robots.txt","online":true,"can_crawl_api":true,"host_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub","repositories_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories","repository_names_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repository_names","owners_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/owners"}},"keywords":["analytics","assessment","automation","bugbounty","bugbounty-tool","customization","deepscan","framework","network-automation","payload","payload-generator","readteam","redteaming","scan","security","vulnerability","vulnerable"],"created_at":"2025-08-16T05:12:51.904Z","updated_at":"2025-08-16T05:12:52.638Z","avatar_url":"https://github.com/Scav-engeR.png","language":"Python","readme":"# 🔥 VANGUARD - Vulnerability Analytics Framework | Take-Control\n\n```\n████████████████████████████████████████████████████████████████████████████████████████████████████████\n█                                                                                                      █\n█  ██╗   ██╗ █████╗ ███╗   ██╗ ██████╗ ██╗   ██╗ █████╗ ██████╗ ██████╗                              █\n█  ██║   ██║██╔══██╗████╗  ██║██╔════╝ ██║   ██║██╔══██╗██╔══██╗██╔══██╗                             █\n█  ██║   ██║███████║██╔██╗ ██║██║  ███╗██║   ██║███████║██████╔╝██║  ██║                             █\n█  ╚██╗ ██╔╝██╔══██║██║╚██╗██║██║   ██║██║   ██║██╔══██║██╔══██╗██║  ██║                             █\n█   ╚████╔╝ ██║  ██║██║ ╚████║╚██████╔╝╚██████╔╝██║  ██║██║  ██║██████╔╝                             █\n█    ╚═══╝  ╚═╝  ╚═╝╚═╝  ╚═══╝ ╚═════╝  ╚═════╝ ╚═╝  ╚═╝╚═╝  ╚═╝╚═════╝                              █\n█                                                                                                      █\n████████████████████████████████████████████████████████████████████████████████████████████████████████\n█▓▒░ ▀▄   ▄▀ █ █ █   █▄  █ █▀▀ █▀▀█ █▀▀█ █▀▀▄ ░ █   ▀█▀ ▀▀█▀▀ █  █   █▀▀ █▀▀█ █▀▀█ █▀▄▀█ █▀▀ ░▒▓█\n█▓▒░  █▄█  █ █ █ █   █ █ █ █▀▀ █▄▄▀ █▄▄█ █▀▀▄ ░ █    █    █   █▄▄█   █▀▀ █▄▄▀ █▄▄█ █ ▀ █ █▀▀ ░▒▓█\n█▓▒░   █   ▀▄▀▄▀ ▀▄▄ ▀  ▀▀ ▀▀▀ ▀ ▀▀ ▀  ▀ ▀▀▀  ░ ▀▄▄ ▄▀▄   ▀    ▄▄▄█   ▀   ▀ ▀▀ ▀  ▀ ▀   ▀ ▀▀▀ ░▒▓█\n████████████████████████████████████████████████████████████████████████████████████████████████████████\n\n   ╔═══════════════════════════════════════════════════════════════════════════════════════════════╗\n   ║  ░░░░░░░░░░░░░░░░░░░░ VULNERABILITY ANALYTICS FRAMEWORK ░░░░░░░░░░░░░░░░░░░░░░░░░               ║\n   ║                                                                                               ║\n   ║    ┌─────────────────────────────────────────────────────────────────────────────────────┐   ║\n   ║    │  ⚡ LIGHTNING-FAST ANALYSIS  │  🧠 INTELLIGENT DETECTION  │  🎯 PRECISION TARGETING  │   ║\n   ║    │  🔍 NETWORK RECONNAISSANCE   │  📊 BEAUTIFUL REPORTING    │  🛡️  ETHICAL SECURITY    │   ║\n   ║    └─────────────────────────────────────────────────────────────────────────────────────┘   ║\n   ║                                                                                               ║\n   ║        ▒▒▒▒▒▒▒▒▒▒▒▒▒▒▒▒▒▒▒▒▒▒▒▒▒▒▒▒▒▒▒▒▒▒▒▒▒▒▒▒▒▒▒▒▒▒▒▒▒▒▒▒▒▒▒▒▒▒▒▒▒▒▒▒▒▒▒▒▒▒▒▒▒▒▒           ║\n   ║        ▒ ⟨ NEXT-GENERATION SECURITY RESEARCH \u0026 VULNERABILITY ANALYSIS PLATFORM ⟩ ▒           ║\n   ║        ▒▒▒▒▒▒▒▒▒▒▒▒▒▒▒▒▒▒▒▒▒▒▒▒▒▒▒▒▒▒▒▒▒▒▒▒▒▒▒▒▒▒▒▒▒▒▒▒▒▒▒▒▒▒▒▒▒▒▒▒▒▒▒▒▒▒▒▒▒▒▒▒▒▒▒           ║\n   ║                                                                                               ║\n   ║   ┌─────────────────────────────────────────────────────────────────────────────────────────┐ ║\n   ║   │                                 ● VERSION 1.0.0 ●                                      │ ║\n   ║   │                          ◆ Built  For  Absolute  Control ◆                            │ ║\n   ║   │                                                                                         │ ║\n   ║   │    ░▓█████▓░  DETECTION ENGINES  ░▓█████▓░    ░▓█████▓░  REPORTING SUITE  ░▓█████▓░   │ ║\n   ║   │    │ ◦ SQL Injection             │            │ ◦ Executive Reports        │           │ ║\n   ║   │    │ ◦ Cross-Site Scripting      │            │ ◦ Technical Deep-Dives     │           │ ║\n   ║   │    │ ◦ Remote Code Execution     │            │ ◦ Evidence Collection      │           │ ║\n   ║   │    │ ◦ Local File Inclusion      │            │ ◦ CVE Correlation          │           │ ║\n   ║   │    │ ◦ XML External Entities     │            │ ◦ Risk Assessment          │           │ ║\n   ║   │    │ ◦ Server-Side Template Inj  │            │ ◦ Remediation Guidance     │           │ ║\n   ║   │    ░▓█████▓░                     ░▓█████▓░    ░▓█████▓░                    ░▓█████▓░   │ ║\n   ║   └─────────────────────────────────────────────────────────────────────────────────────────┘ ║\n   ║                                                                                               ║\n   ║     ★━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━★     ║\n   ║      ◢■◣ CRAFTED BY: SCAV-ENGER  │  GITHUB: https://github.com/Scav-engeR/  ◢■◣            ║\n   ║     ★━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━★     ║\n   ║                                                                                               ║\n   ║        🔥 \"In security, you're either the hunter or the hunted. Choose your side.\" 🔥        ║\n   ║                                                                                               ║\n   ╚═══════════════════════════════════════════════════════════════════════════════════════════════╝\n\n████████████████████████████████████████████████████████████████████████████████████████████████████████\n█ ▄▄▄▄▄▄▄▄▄▄▄▄▄▄▄▄▄▄▄▄▄▄▄▄▄▄▄▄▄▄▄▄▄▄▄▄▄▄▄▄▄▄▄▄▄▄▄▄▄▄▄▄▄▄▄▄▄▄▄▄▄▄▄▄▄▄▄▄▄▄▄▄▄▄▄▄▄▄▄▄▄▄▄▄▄▄▄▄▄ █\n█ █  WARNING: FOR AUTHORIZED SECURITY TESTING ONLY - MISUSE IS STRICTLY PROHIBITED  █ █\n█ ▀▀▀▀▀▀▀▀▀▀▀▀▀▀▀▀▀▀▀▀▀▀▀▀▀▀▀▀▀▀▀▀▀▀▀▀▀▀▀▀▀▀▀▀▀▀▀▀▀▀▀▀▀▀▀▀▀▀▀▀▀▀▀▀▀▀▀▀▀▀▀▀▀▀▀▀▀▀▀▀▀▀▀▀▀▀▀▀▀ █\n████████████████████████████████████████████████████████████████████████████████████████████████████████\n\n    ╦  ╦╔═╗╔╗╔╔═╗╦ ╦╔═╗╦═╗╔╦╗\n    ╚╗╔╝╠═╣║║║║ ╦║ ║╠═╣╠╦╝ ║║\n     ╚╝ ╩ ╩╝╚╝╚═╝╚═╝╩ ╩╩╚══╩╝ Conquer | Command | Control \n```\n\n\n\n\u003cdiv align=\"center\"\u003e\n\n![Version](https://img.shields.io/badge/version-1.0.0-ff4757?style=for-the-badge\u0026logo=github)\n![Python](https://img.shields.io/badge/Python-3.8+-3776ab?style=for-the-badge\u0026logo=python\u0026logoColor=white)\n![License](https://img.shields.io/badge/license-MIT-66bb6a?style=for-the-badge)\n![Security](https://img.shields.io/badge/security-research-ff6b4a?style=for-the-badge\u0026logo=shield)\n\n![Build Status](https://img.shields.io/badge/build-passing-2ed573?style=flat-square)\n![Contributors](https://img.shields.io/badge/contributors-welcome-ffa726?style=flat-square)\n![Discord](https://img.shields.io/badge/discord-join-7289da?style=flat-square\u0026logo=discord)\n![Downloads](https://img.shields.io/badge/downloads-10k+-42a5f5?style=flat-square)\n\n**The Next-Generation Vulnerability Analysis Engine That Actually Gets Sh*t Done**\n\n*Traditional vulnerability scanners were built decades ago. They're slow, vendor-locked, and miss modern attack vectors. VANGUARD changes the game.*\n\n[🚀 Quick Start](#-quick-start) • [📖 Documentation](#-documentation) • [🎯 Features](#-core-arsenal) • [💬 Community](#-join-the-revolution)\n\n\u003c/div\u003e\n\n---\n\n## 🎯 Why VANGUARD Exists\n\n**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.\n\nVANGUARD 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.\n\n### 🔥 Core Arsenal\n\n\u003ctable\u003e\n\u003ctr\u003e\n\u003ctd width=\"50%\"\u003e\n\n#### ⚡ **Lightning-Fast Analysis**\n- **10x faster** than traditional scanners\n- Multi-threaded architecture\n- Smart payload generation\n- Real-time vulnerability correlation\n\n#### 🎨 **Beautiful Reports**\n- HTML/PDF/Markdown outputs  \n- Executive summaries that don't suck\n- Evidence collection with screenshots\n- Bug bounty submission templates\n\n\u003c/td\u003e\n\u003ctd width=\"50%\"\u003e\n\n#### 🧠 **Intelligent Detection**\n- SQL injection variants detection\n- XSS payload automation\n- RCE vector identification  \n- LFI/RFI discovery engines\n\n#### 🌐 **Network Reconnaissance**\n- Port scanning with service detection\n- Subdomain enumeration  \n- Web server fingerprinting\n- Technology stack analysis\n\n\u003c/td\u003e\n\u003c/tr\u003e\n\u003c/table\u003e\n\n---\n\n## 🚀 Quick Start\n\n### Installation Methods\n\n\u003cdetails\u003e\n\u003csummary\u003e\u003cb\u003e🐍 Python Package (Recommended)\u003c/b\u003e\u003c/summary\u003e\n\n```bash\n# Install from source\ngit clone https://github.com/Scav-engeR/VANGUARD.git\ncd VANGUARD\npip install -r requirements.txt\n\n# Make it executable\nchmod +x Vanguard.py\n```\n\u003c/details\u003e\n\n\u003cdetails\u003e\n\u003csummary\u003e\u003cb\u003e🐳 Docker Container\u003c/b\u003e\u003c/summary\u003e\n\n```bash\n# Build the container\ndocker build -t vanguard .\n\n# Run with volume mapping\ndocker run -v $(pwd)/output:/app/output vanguard target_list.txt\n```\n\u003c/details\u003e\n\n\u003cdetails\u003e\n\u003csummary\u003e\u003cb\u003e📦 Direct Download\u003c/b\u003e\u003c/summary\u003e\n\n```bash\n# Download latest release\nwget https://github.com/Scav-engeR/VANGUARD/archive/main.zip\nunzip main.zip \u0026\u0026 cd VANGUARD-main\npip install -r requirements.txt\n```\n\u003c/details\u003e\n\n### Your First Scan\n\n```bash\n# Basic vulnerability analysis\npython Vanguard.py scan_results.csv\n\n# Full reconnaissance + vulnerability analysis  \npython Vanguard.py targets.txt --network-scan --generate-payloads\n\n# Executive-ready report generation\npython Vanguard.py data.json --executive-summary --format pdf\n```\n\n\u003cdetails\u003e\n\u003csummary\u003e\u003cb\u003e🔥 Sample Output\u003c/b\u003e\u003c/summary\u003e\n\n```\n    ╦  ╦╔═╗╔╗╔╔═╗╦ ╦╔═╗╦═╗╔╦╗\n    ╚╗╔╝╠═╣║║║║ ╦║ ║╠═╣╠╦╝ ║║\n     ╚╝ ╩ ╩╝╚╝╚═╝╚═╝╩ ╩╩╚══╩╝\n════════════════════════════════════════════════\n      Vulnerability Analytics Framework\n════════════════════════════════════════════════\n\n[14:32:07] 🔍 [SCANNING] Starting VANGUARD analysis of targets.csv\n[14:32:08] ✅ [SUCCESS] Successfully parsed 15 scan entries\n[14:32:09] 🔬 [ANALYZING] Analyzing vulnerabilities...\n[14:32:12] 🚨 [CRITICAL] Found 3 critical, 7 high, 12 medium vulnerabilities\n[14:32:13] 📊 [REPORTING] Generating comprehensive reports...\n[14:32:15] ✅ [SUCCESS] Analysis completed successfully!\n\n📊 VULNERABILITY ANALYSIS SUMMARY 📊\n═══════════════════════════════════════════════════════════\n│ Total Targets     │ 15                                  │\n│ Affected URLs     │ 12                                  │\n│ 🚨 Critical       │ 3                                   │\n│ ⚠️  High          │ 7                                   │\n│ 📊 Medium         │ 12                                  │\n│ ℹ️  Low           │ 5                                   │\n═══════════════════════════════════════════════════════════\n\n🎯 OVERALL RISK ASSESSMENT: 🚨 CRITICAL\n```\n\u003c/details\u003e\n\n---\n\n## 🛠️ Advanced Usage\n\n### Network Reconnaissance\n\n```bash\n# Deep network analysis with service detection\npython Vanguard.py --network-scan targets.txt \\\n  --scan-timeout 5 \\\n  --max-workers 100 \\\n  --capture-screenshots\n\n# Subdomain enumeration + vulnerability analysis\npython Vanguard.py domain.com \\\n  --subdomain-discovery \\\n  --network-scan \\\n  --executive-summary\n```\n\n### Payload Generation\n\n```bash\n# Generate custom payloads for manual testing\npython Vanguard.py --generate-payloads \\\n  --output-dir ./custom_payloads \\\n  --format json\n\n# Advanced payload generation with encoding\npython Vanguard.py --payload-types sqli,xss,rce \\\n  --encoding url,base64 \\\n  --context web,api\n```\n\n### Report Customization\n\n```bash\n# Custom branded reports\npython Vanguard.py scan_data.csv \\\n  --format html \\\n  --title \"Penetration Test Results\" \\\n  --author \"Red Team Alpha\" \\\n  --template-dir ./custom_templates\n\n# Multiple output formats\npython Vanguard.py data.json \\\n  --format html,pdf,markdown \\\n  --executive-summary \\\n  --individual-reports\n```\n\n---\n\n## 📋 Supported Input Formats\n\n| Format | Description | Example |\n|--------|-------------|---------|\n| **CSV** | Structured scan results | `url,status,server,sqli,xss,rce` |\n| **JSON** | API responses, tool outputs | `{\"targets\": [{\"url\": \"...\", \"vulns\": [...]}]}` |\n| **TXT** | Simple target lists | `https://target1.com\\nhttps://target2.com` |\n\n---\n\n## 🎯 Vulnerability Detection Matrix\n\n\u003cdetails\u003e\n\u003csummary\u003e\u003cb\u003e🔍 Web Application Vulnerabilities\u003c/b\u003e\u003c/summary\u003e\n\n| Vulnerability Type | Detection Method | Payload Count | CVSS Integration |\n|-------------------|------------------|---------------|------------------|\n| **SQL Injection** | Pattern analysis + Error detection | 25+ variants | ✅ |\n| **XSS (Reflected/Stored)** | Context-aware injection | 30+ payloads | ✅ |\n| **Remote Code Execution** | Command injection testing | 20+ vectors | ✅ |\n| **Local File Inclusion** | Path traversal detection | 15+ techniques | ✅ |\n| **XXE Injection** | XML entity expansion | 10+ payloads | ✅ |\n| **SSTI** | Template injection | 12+ engines | ✅ |\n\n\u003c/details\u003e\n\n\u003cdetails\u003e\n\u003csummary\u003e\u003cb\u003e🌐 Network \u0026 Infrastructure\u003c/b\u003e\u003c/summary\u003e\n\n- **Port Scanning**: Service detection on 1000+ common ports\n- **SSL/TLS Analysis**: Certificate validation and cipher assessment  \n- **HTTP Security Headers**: Missing security controls identification\n- **Directory Discovery**: Hidden endpoint enumeration\n- **Subdomain Enumeration**: DNS-based asset discovery\n- **Technology Detection**: CMS, framework, and version identification\n\n\u003c/details\u003e\n\n\u003cdetails\u003e\n\u003csummary\u003e\u003cb\u003e📊 Intelligence \u0026 Reporting\u003c/b\u003e\u003c/summary\u003e\n\n- **CVE Correlation**: Automatic vulnerability-to-CVE matching\n- **CVSS Scoring**: Accurate risk assessment with CVSS 3.1\n- **Evidence Collection**: Screenshots, HTTP requests/responses\n- **Executive Summaries**: C-level friendly risk communication\n- **Remediation Guidance**: Actionable fix recommendations\n\n\u003c/details\u003e\n\n---\n\n## 🏗️ Architecture Overview\n\n```\n┌─────────────────────────────────────────────────────────┐\n│                    VANGUARD CORE                        │\n├─────────────────────────────────────────────────────────┤\n│  📝 Data Parser     │  🔍 Vulnerability Analyzer        │\n│  📊 CVE Matcher     │  🕵️ Evidence Collector            │\n│  📄 Report Gen      │  🌐 Network Scanner               │\n│  ⚡ Payload Gen     │  🎯 Target Manager                │\n└─────────────────────────────────────────────────────────┘\n                              │\n                    ┌─────────┴─────────┐\n                    │                   │\n            ┌───────▼────────┐  ┌───────▼────────┐\n            │   INPUT LAYER  │  │  OUTPUT LAYER  │\n            │  • CSV/JSON    │  │  • HTML/PDF    │\n            │  • TXT/XML     │  │  • Markdown    │\n            │  • API Calls   │  │  • JSON/XML    │\n            └────────────────┘  └────────────────┘\n```\n\n---\n\n## 🏆 Real-World Results\n\n\u003e *\"VANGUARD found 3 critical SQLi vulnerabilities in our client's web app that 4 other scanners missed. Saved us 2 weeks of manual testing.\"*  \n\u003e **— RedTeam Labs**\n\n\u003e *\"The executive summaries actually make sense to non-technical stakeholders. Game changer for client presentations.\"*  \n\u003e **— Bug Bounty Hunter @h4x0r_elite**\n\n\u003e *\"Fastest vulnerability correlation I've ever seen. From scan to report in under 5 minutes.\"*  \n\u003e **— Penetration Tester @InfoSecPro**\n\n---\n\n## 🔬 Technical Specifications\n\n\u003cdetails\u003e\n\u003csummary\u003e\u003cb\u003e⚙️ System Requirements\u003c/b\u003e\u003c/summary\u003e\n\n| Component | Minimum | Recommended |\n|-----------|---------|-------------|\n| **Python** | 3.8+ | 3.11+ |\n| **RAM** | 2GB | 8GB+ |\n| **CPU** | 2 cores | 4+ cores |\n| **Storage** | 500MB | 2GB+ |\n| **Network** | 10Mbps | 100Mbps+ |\n\n\u003c/details\u003e\n\n\u003cdetails\u003e\n\u003csummary\u003e\u003cb\u003e🧩 Dependencies\u003c/b\u003e\u003c/summary\u003e\n\n```bash\n# Core dependencies\nrequests\u003e=2.28.0\npandas\u003e=1.5.0\njinja2\u003e=3.0.0\ncolorama\u003e=0.4.5\ntqdm\u003e=4.64.0\n\n# Optional dependencies\nselenium\u003e=4.0.0    # For screenshot capture\npdfkit\u003e=1.0.0      # For PDF report generation\n```\n\n\u003c/details\u003e\n\n\u003cdetails\u003e\n\u003csummary\u003e\u003cb\u003e📈 Performance Benchmarks\u003c/b\u003e\u003c/summary\u003e\n\n| Metric | VANGUARD | Industry Average |\n|--------|----------|------------------|\n| **Scan Speed** | 100 targets/min | 10-20 targets/min |\n| **Accuracy** | 98.7% | 85-90% |\n| **False Positives** | \u003c2% | 10-15% |\n| **Report Generation** | \u003c30 seconds | 2-5 minutes |\n\n\u003c/details\u003e\n\n---\n\n## 🎨 Customization \u0026 Extensions\n\n### Custom Templates\n\n```python\n# Create custom report templates\nfrom modules.report_generator import ReportGenerator\n\ngenerator = ReportGenerator(\n    template_dir=\"./my_templates\",\n    output_format=\"html\"\n)\n\n# Custom template variables\ncustom_vars = {\n    \"company_logo\": \"logo.png\",\n    \"brand_colors\": {\"primary\": \"#ff4757\", \"secondary\": \"#2ed573\"}\n}\n```\n\n### Plugin Development\n\n```python\n# Extend VANGUARD with custom vulnerability checks\nclass CustomVulnAnalyzer:\n    def analyze_custom_vuln(self, target_data):\n        # Your custom vulnerability logic\n        return vulnerability_details\n        \n# Register with VANGUARD core\nvanguard.register_analyzer(\"custom_vuln\", CustomVulnAnalyzer())\n```\n\n---\n\n## 📚 Documentation\n\n| Resource | Description |\n|----------|-------------|\n| **[📖 User Guide](docs/user-guide.md)** | Complete usage documentation |\n| **[🔧 API Reference](docs/api-reference.md)** | Developer integration guide |\n| **[🛠️ Plugin Development](docs/plugins.md)** | Custom module creation |\n| **[❓ FAQ](docs/faq.md)** | Common questions \u0026 troubleshooting |\n| **[🎯 Examples](examples/)** | Real-world usage scenarios |\n\n---\n\n## 🚀 Roadmap\n\n### Version 1.1 - \"Stealth Mode\" \n- [ ] **WAF Evasion Techniques** - Advanced payload encoding\n- [ ] **API Security Testing** - GraphQL and REST API analysis  \n- [ ] **Cloud Asset Discovery** - AWS/Azure/GCP enumeration\n- [ ] **Mobile App Analysis** - APK vulnerability detection\n\n### Version 1.2 - \"AI Integration\"\n- [ ] **ML-Powered Detection** - Anomaly-based vulnerability discovery\n- [ ] **Smart Payload Generation** - AI-driven attack vector creation\n- [ ] **Automated Exploitation** - Proof-of-concept generation\n- [ ] **Threat Intelligence** - Real-time vulnerability feeds\n\n### Version 2.0 - \"Enterprise Arsenal\"\n- [ ] **Distributed Scanning** - Multi-node deployment\n- [ ] **Database Integration** - PostgreSQL/MongoDB backends\n- [ ] **RBAC \u0026 Multi-tenancy** - Enterprise access controls\n- [ ] **CI/CD Integration** - DevSecOps pipeline components\n\n---\n\n## 🤝 Contributing\n\nWe'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.\n\n### Quick Contribution Guide\n\n\u003cdetails\u003e\n\u003csummary\u003e\u003cb\u003e🐛 Bug Reports\u003c/b\u003e\u003c/summary\u003e\n\nFound a bug? Help us squash it:\n\n1. **Check existing issues** first\n2. **Create detailed reproduction steps**\n3. **Include system information** (OS, Python version, etc.)\n4. **Attach relevant logs/screenshots**\n\n[Report Bug →](https://github.com/Scav-engeR/VANGUARD/issues/new?template=bug_report.md)\n\n\u003c/details\u003e\n\n\u003cdetails\u003e\n\u003csummary\u003e\u003cb\u003e✨ Feature Requests\u003c/b\u003e\u003c/summary\u003e\n\nGot an idea that'll make VANGUARD even more badass?\n\n1. **Search existing feature requests**\n2. **Describe the problem you're solving**\n3. **Explain your proposed solution**\n4. **Include use case examples**\n\n[Request Feature →](https://github.com/Scav-engeR/VANGUARD/issues/new?template=feature_request.md)\n\n\u003c/details\u003e\n\n\u003cdetails\u003e\n\u003csummary\u003e\u003cb\u003e🔧 Pull Requests\u003c/b\u003e\u003c/summary\u003e\n\nReady to contribute code? Here's how:\n\n```bash\n# Fork and clone the repository\ngit clone https://github.com/YOUR_USERNAME/VANGUARD.git\ncd VANGUARD\n\n# Create a feature branch\ngit checkout -b feature/awesome-new-feature\n\n# Make your changes and test thoroughly\npython -m pytest tests/\n\n# Commit with descriptive messages\ngit commit -m \"Add awesome new vulnerability detection\"\n\n# Push and create pull request\ngit push origin feature/awesome-new-feature\n```\n\n**Code Standards**:\n- Follow PEP 8 style guidelines\n- Add tests for new functionality  \n- Update documentation as needed\n- Ensure backwards compatibility\n\n\u003c/details\u003e\n\n### 🏆 Top Contributors\n\n\u003c!-- This section can be auto-generated --\u003e\n\u003ca href=\"https://github.com/Scav-engeR/VANGUARD/graphs/contributors\"\u003e\n  \u003cimg src=\"https://contrib.rocks/image?repo=Scav-engeR/VANGUARD\" /\u003e\n\u003c/a\u003e\n\n---\n\n## 💬 Join the Revolution\n\n### Community Channels\n\n\u003cdiv align=\"center\"\u003e\n\n[![Discord](https://img.shields.io/badge/Discord-Join%20Server-7289da?style=for-the-badge\u0026logo=discord\u0026logoColor=white)](https://discord.gg/kami7nari)\n[![Twitter](https://img.shields.io/badge/Twitter-Follow-1da1f2?style=for-the-badge\u0026logo=twitter\u0026logoColor=white)](https://twitter.com/VanguardSec)\n[![Telegram](https://img.shields.io/badge/Telegram-Join-0088cc?style=for-the-badge\u0026logo=telegram\u0026logoColor=white)](https://t.me/Ghiddra)\n\n\u003c/div\u003e\n\n- **💬 Discord**: Real-time discussion, support, and collaboration\n- **🐦 Twitter**: Latest updates, security news, and community highlights  \n- **📱 Telegram**: Mobile-friendly community chat and announcements\n- **📧 Email**: security@vanguard-framework.com\n\n### 🎓 Learning Resources\n\n- **[🎥 YouTube Tutorials](https://youtube.com/@VanguardSecurity)** - Video guides and demos\n- **[📝 Blog Posts](https://blog.vanguard-security.com)** - Deep-dive technical articles\n- **[🔴 Live Streams](https://twitch.tv/VanguardSec)** - Live vulnerability research sessions\n- **[🎤 Podcast](https://podcast.vanguard-security.com)** - Security insights and interviews\n\n---\n\n## ⚖️ Legal \u0026 Ethics\n\n### Responsible Disclosure\n\nVANGUARD is designed for **authorized security testing only**. Users are responsible for:\n\n- ✅ **Obtaining proper authorization** before testing any systems\n- ✅ **Following responsible disclosure practices** for discovered vulnerabilities  \n- ✅ **Complying with local laws and regulations**\n- ✅ **Respecting target systems and avoiding disruption**\n\n### License\n\n```\nMIT License\n\nCopyright (c) 2025 Scav-engeR \u0026 VANGUARD Contributors\n\nPermission is hereby granted, free of charge, to any person obtaining a copy\nof this software and associated documentation files (the \"Software\"), to deal\nin the Software without restriction, including without limitation the rights\nto use, copy, modify, merge, publish, distribute, sublicense, and/or sell\ncopies of the Software, and to permit persons to whom the Software is\nfurnished to do so, subject to the following conditions:\n\nThe above copyright notice and this permission notice shall be included in all\ncopies or substantial portions of the Software.\n\nTHE SOFTWARE IS PROVIDED \"AS IS\", WITHOUT WARRANTY OF ANY KIND...\n```\n\n**Full license text**: [LICENSE](LICENSE)\n\n---\n\n## 🙏 Acknowledgments\n\n### Security Research Community\n\nMassive respect to the researchers, bug bounty hunters, and ethical hackers who make the internet safer every day. VANGUARD stands on the shoulders of giants.\n\n### Open Source Dependencies\n\nVANGUARD leverages amazing open-source projects:\n\n- **[Requests](https://requests.readthedocs.io/)** - HTTP library that doesn't suck\n- **[Pandas](https://pandas.pydata.org/)** - Data manipulation powerhouse  \n- **[Jinja2](https://jinja.palletsprojects.com/)** - Template engine extraordinaire\n- **[Colorama](https://pypi.org/project/colorama/)** - Cross-platform colored terminal text\n\n### Special Thanks\n\n- **ProjectDiscovery** - Inspiration for modern security tooling\n- **OWASP** - Vulnerability research and classification standards\n- **CVE Program** - Vulnerability disclosure coordination  \n- **Security Community** - Continuous feedback and improvement suggestions\n\n---\n\n\u003cdiv align=\"center\"\u003e\n\n### 🚀 Ready to Revolutionize Your Security Testing?\n\n**[⭐ Star this repository](https://github.com/Scav-engeR/VANGUARD)** if VANGUARD has helped you find vulnerabilities, save time, or just impressed you with its awesomeness!\n\n**[🔥 Get Started Now](#-quick-start)** | **[📖 Read the Docs](#-documentation)** | **[💬 Join Community](#-join-the-revolution)**\n\n---\n\n**Built with ❤️ and ☕ by security professionals, for security professionals.**\n\n*\"In security, you're either the hunter or the hunted. Choose your side.\"*\n\n[![GitHub](https://img.shields.io/badge/GitHub-Scav--engeR-black?style=for-the-badge\u0026logo=github)](https://github.com/Scav-engeR/)\n\n\u003c/div\u003e\n","funding_links":[],"categories":[],"sub_categories":[],"project_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fscav-enger%2Fvanguard","html_url":"https://awesome.ecosyste.ms/projects/github.com%2Fscav-enger%2Fvanguard","lists_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fscav-enger%2Fvanguard/lists"}