DuskProbe is a cybersecurity assessment tool exclusively designed for legitimate security professionals, penetration testers, and authorized personnel conducting lawful security evaluations with explicit written consent from target system owners.
WARNING: Unauthorized scanning, testing, or access to computer systems may constitute a criminal offense under computer fraud and abuse laws in your jurisdiction. Users assume complete legal responsibility for all scanning activities.
- Possess valid authorization from target system owner(s)
- Acknowledge full compliance with applicable cybersecurity regulations
- Understand the legal implications of vulnerability assessment activities
- Will use this tool only for legitimate security testing purposes
DuskProbe v5.0 is a state-of-the-art web application security scanner designed for comprehensive vulnerability assessment and penetration testing. Built with modern Python architecture and advanced security testing methodologies, DuskProbe provides professional-grade security analysis capabilities for cybersecurity professionals.
To empower cybersecurity professionals with a comprehensive, reliable, and ethical web application security testing platform that adheres to industry standards and best practices while maintaining the highest levels of accuracy and efficiency.
- Advanced Detection Engine: Multi-layered vulnerability detection with low false-positive rates
- OWASP 2025 Compliance: Full alignment with latest OWASP Top 10 security standards
- Professional Reporting: Industry-standard HTML and JSON report generation
- Scalable Architecture: Asynchronous processing for high-performance scanning
- Comprehensive Coverage: 25+ security testing modules and 62 reconnaissance components
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| Feature | Description | Coverage |
|---|---|---|
| XSS Detection | Comprehensive Cross-Site Scripting vulnerability detection | Reflected, Stored, DOM-based |
| SQL Injection | Advanced database injection testing | Union, Boolean, Time-based |
| CSRF Protection | Cross-Site Request Forgery vulnerability assessment | Token validation, SameSite analysis |
| Authentication Bypass | Credential and session security testing | Weak passwords, session hijacking |
| Directory Traversal | Path traversal and file inclusion vulnerabilities | LFI, RFI, directory enumeration |
| Template Injection | Server-side template injection detection | Jinja2, Twig, Smarty templates |
| Command Injection | OS command execution vulnerability testing | Blind, time-based detection |
| File Upload Bypass | Malicious file upload prevention testing | Extension, MIME type validation |
- Technology Stack Detection: Comprehensive framework and CMS identification
- Directory & File Discovery: Intelligent brute-force with smart wordlists
- Parameter Mining: Hidden and vulnerable parameter identification
- SSL/TLS Analysis: Certificate validation and encryption assessment
- HTTP Header Security: Security header compliance evaluation
- WAF Detection: Web Application Firewall identification and bypass techniques
- Industry-Standard HTML Reports: Beautiful, interactive reports with Bungee typography
- Executive Summary: C-level executive briefings with risk assessments
- Technical Intelligence: Detailed technical findings for security teams
- OWASP 2025 Mapping: Complete compliance analysis and categorization
- CVSS v3.1 Scoring: Professional vulnerability severity assessment
- Remediation Guidance: Actionable security recommendations
- Asynchronous Processing: High-speed concurrent request handling
- Rate Limiting: Respectful scanning with configurable delays
- Memory Optimization: Efficient resource utilization for large-scale scans
- Progress Tracking: Real-time scan progress with detailed status updates
- Error Handling: Robust error recovery and continuation mechanisms
# Core Dependencies
Python 3.8+ # Modern Python runtime
aiohttp # Asynchronous HTTP client
beautifulsoup4 # HTML parsing and analysis
requests # HTTP request handling
rich # Terminal UI and progress tracking
pandas # Data analysis and reporting
selenium # Browser automation (optional)
cryptography # SSL/TLS analysis
- Modular Architecture: Plug-and-play security testing modules
- Asynchronous Programming: Non-blocking I/O for optimal performance
- Factory Pattern: Dynamic vulnerability scanner instantiation
- Observer Pattern: Real-time progress monitoring and reporting
- Strategy Pattern: Configurable testing methodologies
DuskProbe/
├── duskprobe.py # Main application entry point
├── requirements.txt # Python dependencies
├── install.sh # Automated installation script
├── README.md # Comprehensive documentation
├── LICENSE # MIT license file
├── sample_urls.txt # Example target URLs
├── logs/ # Scan logging directory
│ └── duskprobe_*.log # Timestamped scan logs
├── reports/ # Generated security reports
│ ├── *.html # Professional HTML reports
│ ├── *.json # Machine-readable JSON reports
│ └── *.csv # Spreadsheet-compatible data
└── __pycache__/ # Python bytecode cache
# Clone the repository
git clone https://github.com/la-b-ib/DuskProbe.git
cd DuskProbe
# Run automated installation
chmod +x install.sh
./install.sh
# Start your first scan
python3 duskprobe.py -u https://example.com -f html# Single target scan with HTML report
python3 duskprobe.py -u https://target.com -f html -o security_report.html
# Multiple targets from file
python3 duskprobe.py -l targets.txt -f json -o bulk_scan_results.json
# Quick vulnerability assessment
python3 duskprobe.py -u https://webapp.com --quick-scan
# Comprehensive security audit
python3 duskprobe.py -u https://enterprise.com --full-scan --threads 10
- Python 3.8+ (Python 3.9+ recommended)
- pip package manager
- Git version control system
# Clone repository
git clone https://github.com/la-b-ib/DuskProbe.git
cd DuskProbe
# Make installation script executable
chmod +x install.sh
# Run automated setup
./install.sh# 1. Clone the repository
git clone https://github.com/la-b-ib/DuskProbe.git
cd DuskProbe
# 2. Create virtual environment (recommended)
python3 -m venv duskprobe-env
source duskprobe-env/bin/activate # Linux/macOS
# or
duskprobe-env\Scripts\activate # Windows
# 3. Install core dependencies
pip install -r requirements.txt
# 4. Install additional security libraries
python3 install_additional_libs.py
# 5. Install advanced scanning modules
python3 install_advanced_libs.py
# 6. Verify installation
python3 duskprobe.py --version# Dockerfile
FROM python:3.9-slim
WORKDIR /app
COPY . .
RUN pip install -r requirements.txt
RUN python3 install_additional_libs.py
ENTRYPOINT ["python3", "duskprobe.py"]# Build and run
docker build -t duskprobe .
docker run -it duskprobe -u https://target.com -f html# Ubuntu/Debian additional dependencies
sudo apt-get update
sudo apt-get install python3-dev libssl-dev libffi-dev
# CentOS/RHEL additional dependencies
sudo yum install python3-devel openssl-devel libffi-devel# Install Homebrew if not present
/bin/bash -c "$(curl -fsSL https://raw.githubusercontent.com/Homebrew/install/HEAD/install.sh)"
# Install Python and dependencies
brew install python@3.9
pip3 install -r requirements.txt# Open PowerShell as Administrator
Set-ExecutionPolicy -ExecutionPolicy RemoteSigned -Scope CurrentUser
# Install dependencies
pip install -r requirements.txt# Simple scan
./duskprobe.py https://example.com
# Scan with crawling
./duskprobe.py https://example.com --crawl
# Anonymous scan with Tor
./duskprobe.py https://example.com --tor# JSON output for scripting
./duskprobe.py https://example.com --output-format json
# CSV export for analysis
./duskprobe.py https://example.com --output-format csv --export
# HTML report
./duskprobe.py https://example.com --output-format html
# Quiet mode (minimal output)
./duskprobe.py https://example.com --quiet# Scan multiple URLs from file
./duskprobe.py --batch urls.txt
# Batch scan with JSON output
./duskprobe.py --batch urls.txt --output-format json --quiet# Custom output directory
./duskprobe.py https://example.com --output-dir ./reports
# Verbose logging
./duskprobe.py https://example.com --verbose
# Custom timeout and page limits
./duskprobe.py https://example.com --timeout 30 --max-pages 10positional arguments:
url Target URL to scan
optional arguments:
-h, --help show this help message and exit
--batch FILE, -b FILE
Scan URLs from file (one per line)
--crawl, -c Enable crawling (slower but more thorough)
--tor, -t Use Tor for anonymity (requires Tor installation)
--max-pages MAX_PAGES, -m MAX_PAGES
Maximum pages to crawl (default: 5)
--timeout TIMEOUT Request timeout in seconds (default: 15)
--output-format {text,json,csv,html}, -f {text,json,csv,html}
Output format (default: text)
--output-dir DIR, -o DIR
Output directory for reports (default: ./reports)
--log-dir DIR Log directory (default: ./logs)
--export, -e Export findings to CSV
--quiet, -q Suppress non-essential output
--verbose, -v Enable verbose output
--version show program's version number and exit
--check-deps Check for missing dependencies
0: Success, no major vulnerabilities found1: High-risk vulnerabilities detected2: Critical vulnerabilities found3: Scan failures occurred130: Interrupted by user (Ctrl+C)
#!/bin/bash
# Quick security check script
URL="https://example.com"
./duskprobe.py "$URL" --output-format json --quiet > scan_results.json
# Check exit code
if [ $? -eq 2 ]; then
echo "CRITICAL vulnerabilities found!"
# Send alert, stop deployment, etc.
elif [ $? -eq 1 ]; then
echo "HIGH-risk issues detected!"
# Log for review
else
echo "No major issues found"
fi#!/bin/bash
# Monitor multiple sites daily
URLS_FILE="production_urls.txt"
REPORT_DIR="daily_reports/$(date +%Y%m%d)"
./duskprobe.py --batch "$URLS_FILE" \
--output-dir "$REPORT_DIR" \
--output-format csv \
--export \
--quiet
# Process results, send notifications, etc.#!/bin/bash
# Pre-deployment security check
STAGING_URL="https://staging.example.com"
echo "Running security scan on staging..."
./duskprobe.py "$STAGING_URL" --crawl --quiet --output-format json
EXIT_CODE=$?
if [ $EXIT_CODE -ge 2 ]; then
echo "Security scan failed! Blocking deployment."
exit 1
else
echo "Security scan passed. Proceeding with deployment."
exit 0
fihttps://example.com
https://test.example.com
https://api.example.com/v1
{
"scan_info": {
"timestamp": "2024-01-15T10:30:00",
"total_pages": 3,
"total_findings": 5
},
"site_info": {
"url": "https://example.com",
"domain": "example.com",
"ip_address": "192.168.1.1",
"server": "nginx/1.18.0"
},
"findings": [
{
"Type": "XSS",
"Severity": "HIGH",
"Details": "Reflected XSS vulnerability",
"Risk Score": 8,
"URL": "https://example.com/search?q=test",
"Recommendation": "Implement input validation"
}
]
}
- v5.0: Complete rewrite with advanced features, OWASP 2025 compliance, professional HTML reports
- v4.5: Shell-optimized version with command-line interface
- v4.0: Enhanced reporting and additional security checks
- v3.0: Added Tor support and crawling capabilities
- v2.0: Introduced multiple output formats
- v1.0: Initial release
Disclaimer: This tool is provided for educational and authorized testing purposes only. Use responsibly and ethically.
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graph LR
A[DuskProbe Root]
A --> B[Documentation Files]
A --> C[duskprobe/ - Main Package]
A --> D[preview/ - Media Assets]
B --> B1[README.md - Comprehensive Documentation]
B --> B2[LICENSE - MIT License]
B --> B3[CODE_OF_CONDUCT.md - Community Standards]
B --> B4[CONTRIBUTING.md - Contribution Guidelines]
B --> B5[SECURITY.md - Security Policy]
C --> C1[duskprobe.py - Main Application 7996 lines]
C --> C2[requirements.txt - Dependencies]
C --> C3[install.sh - Installation Script]
C --> C4[logs/ - Log Directory]
C --> C5[old version/ - Legacy Code]
C --> C6[report/ - Sample Reports]
C4 --> C4A[sample log.log - Example Logging]
C5 --> C5A[DuskProbe.ipynb - Jupyter Notebook Version]
C6 --> C6A[sample report.html - HTML Report Sample]
C6 --> C6B[sample report.pdf - PDF Report Sample]
D --> D1[gif/ - Animated GIFs 13 files]
D --> D2[img/ - Screenshots]
D1 --> D1A[bitcoin-lock.gif]
D1 --> D1B[crime-scene.gif]
D1 --> D1C[cybersecurity.gif]
D1 --> D1D[data-safety.gif]
D1 --> D1E[delivery.gif]
D1 --> D1F[folder.gif]
D1 --> D1G[hacking.gif]
D1 --> D1H[mission.gif]
D1 --> D1I[people-chart.gif]
D1 --> D1J[performance.gif]
D1 --> D1K[ssl.gif]
D1 --> D1L[team.gif]
D1 --> D1M[web-code.gif]
D2 --> D2A[html report/ - HTML Report Screenshots]
D2 --> D2B[shell report/ - Terminal Report Screenshots]
D2A --> D2A1[desktop 1.png]
D2A --> D2A2[desktop 2.png]
D2A --> D2A3[desktop 3.png]
D2B --> D2B1[desktop.png - 10 terminal screenshots]
style A fill:#ff1744,stroke:#d50000,stroke-width:4px,color:#fff
style C1 fill:#00e676,stroke:#00c853,stroke-width:3px,color:#000
style C fill:#2196f3,stroke:#1976d2,stroke-width:3px,color:#fff
style B fill:#9c27b0,stroke:#7b1fa2,stroke-width:3px,color:#fff
style D fill:#ff9800,stroke:#f57c00,stroke-width:3px,color:#000
style B1 fill:#e91e63,stroke:#c2185b,stroke-width:2px,color:#fff
style B2 fill:#673ab7,stroke:#512da8,stroke-width:2px,color:#fff
style B3 fill:#3f51b5,stroke:#303f9f,stroke-width:2px,color:#fff
style B4 fill:#009688,stroke:#00796b,stroke-width:2px,color:#fff
style B5 fill:#4caf50,stroke:#388e3c,stroke-width:2px,color:#fff
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style C3 fill:#795548,stroke:#5d4037,stroke-width:2px,color:#fff
style C4 fill:#607d8b,stroke:#455a64,stroke-width:2px,color:#fff
style C5 fill:#ffc107,stroke:#ffa000,stroke-width:2px,color:#000
style C6 fill:#cddc39,stroke:#afb42b,stroke-width:2px,color:#000
style D1 fill:#e1bee7,stroke:#8e24aa,stroke-width:2px,color:#000
style D2 fill:#ffcdd2,stroke:#f44336,stroke-width:2px,color:#000
%%{init: {'theme':'base', 'themeVariables': {'primaryColor':'#ff4757'}, 'flowchart': {'rankSpacing': 75, 'nodeSpacing': 45, 'curve': 'basis'}, 'layout': {'hierarchySeparation': 75, 'nodeSeparation': 45, 'edgeSeparation': 15}}}%%
graph LR
A[DuskProbe v5.0 - Main Python Application 7996 lines]
A --> B[Import System & Dependencies]
A --> C[Configuration Management Layer]
A --> D[Asynchronous Network Layer]
A --> E[Security Engine Core]
A --> F[Advanced Reconnaissance System]
A --> G[Professional Reporting Engine]
A --> H[CLI Interface & Control Flow]
A --> I[Main Execution Pipeline]
%% Import System & Dependencies
B --> B1[Core Python Imports]
B --> B2[Third-Party Libraries]
B --> B3[Optional Security Libraries]
B --> B4[Advanced Reconnaissance Tools]
B1 --> B1A[os, re, json, socket, logging]
B1 --> B1B[argparse, sys, asyncio, aiohttp]
B1 --> B1C[pathlib.Path, datetime]
B1 --> B1D[urllib.parse, typing]
B2 --> B2A[rich.console.Console]
B2 --> B2B[rich.table.Table]
B2 --> B2C[rich.progress.Progress]
B2 --> B2D[rich.panel.Panel]
B2 --> B2E[beautifulsoup4, pandas, yaml]
B3 --> B3A[shodan - IP Intelligence]
B3 --> B3B[whois - Domain Analysis]
B3 --> B3C[builtwith - Tech Stack]
B3 --> B3D[waybackpy - Historical Data]
B3 --> B3E[dns.resolver - DNS Tools]
B3 --> B3F[sslyze - SSL/TLS Analysis]
B3 --> B3G[selenium - Browser Automation]
B3 --> B3H[nmap - Port Scanning]
B4 --> B4A[scapy - Packet Analysis]
B4 --> B4B[censys - Search Engine]
B4 --> B4C[vulners - Vulnerability DB]
B4 --> B4D[sublist3r - Subdomain Discovery]
B4 --> B4E[paramiko - SSH Operations]
B4 --> B4F[stem - Tor Integration]
%% Configuration Management Layer
C --> C1[DuskProbeConfig Class - Lines 245-310]
C1 --> C1A[__init__ - Constructor Method]
C1 --> C1B[_load_config_file - YAML Config Parser]
C1 --> C1C[_setup_logging - Advanced Logging System]
C1A --> C1A1[args - Command Line Arguments]
C1A --> C1A2[reports_dir - Output Directory Path]
C1A --> C1A3[logs_dir - Logging Directory Path]
C1A --> C1A4[console - Rich Console Instance]
C1B --> C1B1[YAML Safe Loading]
C1B --> C1B2[Config Override Logic]
C1B --> C1B3[Error Handling & Validation]
C1C --> C1C1[RotatingFileHandler - 5MB Max]
C1C --> C1C2[RichHandler - Console Output]
C1C --> C1C3[Log Level Management]
C1C --> C1C4[Timestamped Log Files]
%% Asynchronous Network Layer
D --> D1[AsyncSession Class - Lines 315-420]
D1 --> D1A[__init__ - Session Initialization]
D1 --> D1B[get - Async GET Method]
D1 --> D1C[post - Async POST Method]
D1 --> D1D[close - Resource Cleanup]
D1 --> D1E[__aenter__ / __aexit__ - Context Manager]
D1A --> D1A1[semaphore - Concurrency Limit 100]
D1A --> D1A2[response_cache - Request Cache Dict]
D1A --> D1A3[aiohttp.ClientSession Configuration]
D1A --> D1A4[TCPConnector - Connection Pool 200]
D1A --> D1A5[ClientTimeout - 3 Second Limit]
D1A --> D1A6[Custom Headers - User Agent Rotation]
D1B --> D1B1[Cache Lookup - Duplicate Prevention]
D1B --> D1B2[Semaphore Control - Rate Limiting]
D1B --> D1B3[Content Size Limiting - 100KB Max]
D1B --> D1B4[Error Handling - Timeout & ClientError]
D1B --> D1B5[Response Caching - 1000 Entry Limit]
D1C --> D1C1[POST Data Handling]
D1C --> D1C2[Custom Headers Support]
D1C --> D1C3[Redirect Following]
D1C --> D1C4[Content Length Limiting]
%% Security Engine Core
E --> E1[SecurityChecker Class - Lines 425-2800]
E1 --> E1A[__init__ - Payload & Pattern Initialization]
E1 --> E1B[get_site_info - Comprehensive Site Analysis]
E1 --> E1C[check_vulnerability - Main Vulnerability Scanner]
E1 --> E1D[full_check - Complete Security Assessment]
E1 --> E1E[check_headers - Security Header Validation]
E1A --> E1A1[Payload Database Initialization]
E1A --> E1A2[Error Pattern Compilation]
E1A --> E1A3[File Indicator Patterns]
E1A --> E1A4[Cloud Metadata Patterns]
E1A1 --> E1A1A[XSS Payloads - 14 Advanced Variants]
E1A1 --> E1A1B[SQLi Payloads - 15 Database Types]
E1A1 --> E1A1C[LFI Payloads - 15 Path Traversal]
E1A1 --> E1A1D[RFI Payloads - 4 Remote Inclusion]
E1A1 --> E1A1E[CMD Injection - 14 OS Commands]
E1A1 --> E1A1F[SSRF Payloads - 11 Internal Targets]
E1A1 --> E1A1G[XXE Payloads - 3 XML External Entity]
E1A1 --> E1A1H[Template Injection - 9 Engine Types]
E1A1 --> E1A1I[NoSQL Injection - 7 Database Variants]
E1A1 --> E1A1J[LDAP Injection - 5 Directory Attacks]
E1A1 --> E1A1K[XPath Injection - 4 XML Queries]
E1A1 --> E1A1L[Sensitive Files - 25 Critical Paths]
E1A1 --> E1A1M[Open Redirect - 7 Bypass Methods]
E1A1 --> E1A1N[CRLF Injection - 4 Header Injection]
E1B --> E1B1[_analyze_server_hosting - Server Intelligence]
E1B --> E1B2[_analyze_backend_stack - Technology Detection]
E1B --> E1B3[_analyze_frontend_stack - Client Analysis]
E1B --> E1B4[_analyze_network_protocol - Protocol Assessment]
E1B --> E1B5[_perform_reconnaissance - Intelligence Gathering]
E1C --> E1C1[Quick Detection Methods]
E1C --> E1C2[Deep Pattern Analysis]
E1C --> E1C3[POST-Based Vulnerability Checks]
E1C --> E1C4[Finding Creation & CVSS Scoring]
E1C1 --> E1C1A[_quick_detect_xss - Immediate XSS Detection]
E1C1 --> E1C1B[_quick_detect_sqli - Fast SQL Error Detection]
E1C1 --> E1C1C[_quick_detect_lfi - File Inclusion Indicators]
E1C1 --> E1C1D[_quick_detect_command_injection - OS Command Output]
E1C1 --> E1C1E[_quick_detect_ssrf - Cloud Metadata Detection]
E1C1 --> E1C1F[_quick_detect_sensitive_file - Configuration Files]
E1C1 --> E1C1G[_quick_detect_nosql - NoSQL Error Patterns]
E1C1 --> E1C1H[_quick_detect_ldap - LDAP Directory Errors]
E1C1 --> E1C1I[_quick_detect_xpath - XPath Syntax Errors]
E1C1 --> E1C1J[_quick_detect_open_redirect - Location Headers]
E1C1 --> E1C1K[_quick_detect_crlf - Header Injection Detection]
E1C2 --> E1C2A[_detect_xss - Advanced XSS Analysis]
E1C2 --> E1C2B[_detect_sqli - Database Error Patterns]
E1C2 --> E1C2C[_detect_lfi - File System Indicators]
E1C2 --> E1C2D[_detect_command_injection - Command Output Analysis]
E1C2 --> E1C2E[_detect_ssrf - Internal Network Access]
E1C2 --> E1C2F[_detect_xxe - XML External Entity]
E1C2 --> E1C2G[_detect_template_injection - Template Engine Errors]
E1C2 --> E1C2H[_detect_nosql_injection - NoSQL Database Errors]
E1C2 --> E1C2I[_detect_ldap_injection - Directory Service Errors]
E1C2 --> E1C2J[_detect_xpath_injection - XML Query Errors]
E1C2 --> E1C2K[_detect_open_redirect - Redirect Analysis]
E1C2 --> E1C2L[_detect_crlf_injection - HTTP Header Manipulation]
E1C2 --> E1C2M[_detect_sensitive_file - Configuration Detection]
E1C4 --> E1C4A[_create_finding - OWASP 2025 Compliance]
E1C4 --> E1C4B[_calculate_risk_score - CVSS Calculation]
E1C4 --> E1C4C[_get_compliance_impact - Regulatory Mapping]
E1C4 --> E1C4D[_assess_exploitability - Attack Complexity]
E1C4 --> E1C4E[_get_discovery_method - Detection Classification]
E1D --> E1D1[Priority Task Management]
E1D --> E1D2[Batch Processing - 25 Task Groups]
E1D --> E1D3[Progress Tracking Integration]
E1D --> E1D4[Advanced Discovery Analysis]
E1D1 --> E1D1A[High Priority - Critical Vulnerabilities]
E1D1 --> E1D1B[Medium Priority - Standard Vulnerabilities]
E1D1 --> E1D1C[Specialized Injection Types]
E1D1 --> E1D1D[Header Security Validation]
%% Advanced Reconnaissance System
F --> F1[Intelligence Gathering Methods]
F --> F2[Technology Detection Systems]
F --> F3[Network & Infrastructure Analysis]
F --> F4[Advanced Discovery Engines]
F1 --> F1A[_detect_cloud_provider - AWS/GCP/Azure Detection]
F1 --> F1B[_detect_cdn - Content Delivery Network ID]
F1 --> F1C[_detect_load_balancer - Traffic Distribution]
F1 --> F1D[_detect_waf - Web Application Firewall]
F1 --> F1E[_detect_programming_language - Backend Tech]
F1 --> F1F[_detect_web_framework - Framework ID]
F1 --> F1G[_detect_database_technology - Database Hints]
F1 --> F1H[_detect_application_server - Server Software]
F2 --> F2A[_detect_js_frameworks - JavaScript Libraries]
F2 --> F2B[_detect_css_frameworks - Styling Systems]
F2 --> F2C[_detect_build_tools - Development Tools]
F2 --> F2D[_detect_package_managers - Dependency Managers]
F2 --> F2E[_detect_ui_libraries - Component Systems]
F2 --> F2F[_detect_pwa_features - Progressive Web Apps]
F2 --> F2G[_detect_spa_indicators - Single Page Apps]
F2 --> F2H[_detect_third_party_integrations - External Services]
F3 --> F3A[_detect_http_version - Protocol Version]
F3 --> F3B[_assess_protocol_security - Security Assessment]
F3 --> F3C[_analyze_network_performance - Latency Analysis]
F3 --> F3D[_analyze_dns_configuration - DNS Records]
F3 --> F3E[_perform_basic_port_scan - Open Port Detection]
F3 --> F3F[_analyze_security_headers - Header Validation]
F3 --> F3G[_analyze_compression - Content Encoding]
F3 --> F3H[_analyze_cookies - Cookie Security]
F3 --> F3I[_analyze_cors_configuration - CORS Policy]
F4 --> F4A[_advanced_webpage_discovery - Page Enumeration]
F4 --> F4B[_advanced_file_leak_detection - Sensitive Files]
F4 --> F4C[_advanced_parameter_enumeration - Parameter Mining]
F4 --> F4D[_website_structure_mapping - Site Architecture]
F4 --> F4E[_comprehensive_vulnerability_scan - Full Assessment]
F4 --> F4F[_advanced_shodan_reconnaissance - IP Intelligence]
F4 --> F4G[_advanced_whois_analysis - Domain Intelligence]
F4 --> F4H[_advanced_technology_detection - Stack Analysis]
F4 --> F4I[_wayback_machine_analysis - Historical Data]
F4 --> F4J[_advanced_dns_reconnaissance - DNS Intelligence]
F4 --> F4K[_advanced_ssl_analysis - Certificate Analysis]
F4 --> F4L[_advanced_http_analysis - Protocol Deep Dive]
F4 --> F4M[_network_packet_analysis - Traffic Analysis]
%% Professional Reporting Engine
G --> G1[Report Class - Multi-Format Output]
G1 --> G1A[generate_report - Main Report Generator]
G1 --> G1B[_generate_html_report - Professional HTML]
G1 --> G1C[_generate_json_report - Machine Readable]
G1 --> G1D[_generate_csv_report - Data Analysis]
G1 --> G1E[_display_terminal_report - Rich Console]
G1A --> G1A1[Result Processing & Validation]
G1A --> G1A2[Format Detection & Routing]
G1A --> G1A3[Executive Summary Generation]
G1A --> G1A4[Technical Intelligence Compilation]
G1A --> G1A5[OWASP 2025 Compliance Mapping]
G1B --> G1B1[HTML Template Processing]
G1B --> G1B2[Bungee Typography Integration]
G1B --> G1B3[Interactive Charts & Graphs]
G1B --> G1B4[CVSS Score Visualization]
G1B --> G1B5[Vulnerability Category Organization]
G1B --> G1B6[Remediation Action Plans]
G1C --> G1C1[JSON Schema Validation]
G1C --> G1C2[API Integration Format]
G1C --> G1C3[Automation-Ready Output]
G1C --> G1C4[Timestamp & Metadata]
G1E --> G1E1[Rich Table Formatting]
G1E --> G1E2[Color-Coded Severity Levels]
G1E --> G1E3[Progress Bar Integration]
G1E --> G1E4[Panel-Based Layout]
G1E --> G1E5[ASCII Art & Branding]
%% CLI Interface & Control Flow
H --> H1[Argument Processing System]
H --> H2[Rich Console Integration]
H --> H3[Progress Management]
H --> H4[Error Handling & Recovery]
H1 --> H1A[create_parser - Command Line Parser]
H1 --> H1B[URL Validation & Processing]
H1 --> H1C[Batch File Processing]
H1 --> H1D[Output Format Selection]
H1 --> H1E[Configuration Override Handling]
H2 --> H2A[Console Initialization]
H2 --> H2B[Legal Disclaimer Display]
H2 --> H2C[Professional Header Display]
H2 --> H2D[Footer & Credits Display]
H3 --> H3A[Progress Column Configuration]
H3 --> H3B[Task Creation & Management]
H3 --> H3C[Real-time Progress Updates]
H3 --> H3D[Completion Status Tracking]
%% Main Execution Pipeline
I --> I1[main - Primary Async Function]
I --> I2[run_scan - Individual URL Scanner]
I --> I3[simple_crawl - Website Crawling]
I --> I4[Utility Functions]
I1 --> I1A[Configuration Initialization]
I1 --> I1B[Dependency Validation]
I1 --> I1C[URL Collection & Processing]
I1 --> I1D[Concurrent Scan Execution]
I1 --> I1E[Result Aggregation]
I1 --> I1F[Final Report Generation]
I1 --> I1G[Exit Code Determination]
I2 --> I2A[AsyncSession Context Creation]
I2 --> I2B[SecurityChecker Initialization]
I2 --> I2C[Full Security Assessment]
I2 --> I2D[Error Handling & Recovery]
I2 --> I2E[Result Return Processing]
I3 --> I3A[Link Extraction from HTML]
I3 --> I3B[URL Normalization & Filtering]
I3 --> I3C[Depth-Limited Crawling]
I3 --> I3D[Duplicate URL Prevention]
I4 --> I4A[setup_signal_handlers - Graceful Shutdown]
I4 --> I4B[display_banner - Professional Branding]
I4 --> I4C[display_professional_footer - Credits]
I4 --> I4D[check_dependencies - Validation]
%% Styling - Ultra Vibrant Color Scheme
style A fill:#e91e63,stroke:#ad1457,stroke-width:5px,color:#fff
style E fill:#00e676,stroke:#00c853,stroke-width:4px,color:#000
style D fill:#2196f3,stroke:#1565c0,stroke-width:4px,color:#fff
style F fill:#ff9800,stroke:#ef6c00,stroke-width:4px,color:#000
style G fill:#9c27b0,stroke:#6a1b9a,stroke-width:4px,color:#fff
style H fill:#ff5722,stroke:#d84315,stroke-width:4px,color:#fff
style I fill:#4caf50,stroke:#2e7d32,stroke-width:4px,color:#fff
style B fill:#673ab7,stroke:#4527a0,stroke-width:3px,color:#fff
style C fill:#009688,stroke:#00695c,stroke-width:3px,color:#fff
style E1A1 fill:#ffeb3b,stroke:#f57f17,stroke-width:3px,color:#000
style E1C1 fill:#03a9f4,stroke:#0277bd,stroke-width:3px,color:#fff
style E1C2 fill:#8bc34a,stroke:#558b2f,stroke-width:3px,color:#000
style B1 fill:#f44336,stroke:#c62828,stroke-width:2px,color:#fff
style B2 fill:#3f51b5,stroke:#283593,stroke-width:2px,color:#fff
style B3 fill:#795548,stroke:#4e342e,stroke-width:2px,color:#fff
style B4 fill:#607d8b,stroke:#37474f,stroke-width:2px,color:#fff
style C1 fill:#e1bee7,stroke:#7b1fa2,stroke-width:2px,color:#000
style D1 fill:#b3e5fc,stroke:#0277bd,stroke-width:2px,color:#000
style F1 fill:#fff3e0,stroke:#ef6c00,stroke-width:2px,color:#000
style G1 fill:#f3e5f5,stroke:#6a1b9a,stroke-width:2px,color:#000
%%{init: {'theme':'base', 'themeVariables': {'primaryColor':'#ff6b6b'}, 'flowchart': {'rankSpacing': 70, 'nodeSpacing': 40, 'curve': 'basis'}, 'layout': {'hierarchySeparation': 70, 'nodeSeparation': 40, 'edgeSeparation': 10}}}%%
graph LR
A[DuskProbe v4.5 Jupyter Notebook - 1056 lines]
A --> B[Cell Structure Analysis]
A --> C[Import & Dependency Management]
A --> D[Core Scanner Classes]
A --> E[Vulnerability Detection Engine]
A --> F[Colab Integration Layer]
A --> G[Interactive Report Generation]
A --> H[Data Analysis & Visualization]
%% Cell Structure Analysis
B --> B1[Cell 1 - Project Header & Documentation]
B --> B2[Cell 2 - Automatic Dependency Installation]
B --> B3[Cell 3 - Complete Code Documentation]
B --> B4[Cell 4 - Standard Library Imports]
B --> B5[Cell 5 - Google Colab Detection]
B --> B6[Cell 6 - Optional Imports with Fallbacks]
B --> B7[Cell 7-15 - Core Implementation Cells]
B --> B8[Cell 16+ - Interactive Execution Cells]
B1 --> B1A[Project Title & Version Info]
B1 --> B1B[Enhanced Features Description]
B1 --> B1C[Professional Report Formatting Notes]
B1 --> B1D[Performance & Error Handling Info]
B2 --> B2A[Automated pip Installation]
B2 --> B2B[System Package Installation]
B2 --> B2C[Tor Installation for Anonymity]
B2 --> B2D[Success Confirmation Message]
%% Import & Dependency Management
C --> C1[Standard Library Block]
C --> C2[Third-Party Library Block]
C --> C3[Colab-Specific Imports]
C --> C4[Conditional Import Handling]
C1 --> C1A[os - Operating System Interface]
C1 --> C1B[re - Regular Expression Operations]
C1 --> C1C[json - JSON Data Handling]
C1 --> C1D[time - Time-Related Functions]
C1 --> C1E[socket - Network Communication]
C1 --> C1F[base64 - Base64 Encoding/Decoding]
C1 --> C1G[hashlib - Cryptographic Hashing]
C1 --> C1H[subprocess - Process Management]
C1 --> C1I[logging - Event Logging System]
C1 --> C1J[urllib.parse - URL Manipulation]
C1 --> C1K[pathlib.Path - File System Paths]
C1 --> C1L[datetime - Date/Time Objects]
C1 --> C1M[typing - Type Hints Support]
C1 --> C1N[urllib3.util.retry - Request Retry Logic]
C1 --> C1O[requests.adapters - HTTP Adapters]
C2 --> C2A[requests - HTTP Request Library]
C2 --> C2B[pandas - Data Analysis Framework]
C2 --> C2C[numpy - Numerical Computing]
C3 --> C3A[google.colab.output - Colab Output Control]
C3 --> C3B[IPython.display - Rich Display System]
C3 --> C3C[IS_COLAB - Environment Detection Flag]
C4 --> C4A[BeautifulSoup - HTML Parsing]
C4 --> C4B[colorama - Terminal Color Support]
C4 --> C4C[fake_useragent - User Agent Rotation]
C4 --> C4D[Fallback Classes for Missing Dependencies]
%% Core Scanner Classes
D --> D1[WebScanner Class - Main Scanner Engine]
D --> D2[RequestHandler Class - HTTP Management]
D --> D3[VulnerabilityChecker Class - Security Tests]
D --> D4[ReportGenerator Class - Output Generation]
D1 --> D1A[__init__ - Scanner Initialization]
D1 --> D1B[scan_target - Main Scanning Method]
D1 --> D1C[setup_session - HTTP Session Configuration]
D1 --> D1D[cleanup - Resource Management]
D1A --> D1A1[target_url - URL to Scan]
D1A --> D1A2[scan_results - Results Storage]
D1A --> D1A3[session - Requests Session]
D1A --> D1A4[user_agents - UA Rotation List]
D1A --> D1A5[vulnerability_tests - Test Registry]
D1B --> D1B1[URL Validation & Normalization]
D1B --> D1B2[Initial Site Information Gathering]
D1B --> D1B3[Security Header Analysis]
D1B --> D1B4[Vulnerability Test Execution]
D1B --> D1B5[Results Compilation & Scoring]
D2 --> D2A[make_request - HTTP Request Handler]
D2 --> D2B[handle_redirects - Redirect Management]
D2 --> D2C[parse_response - Response Processing]
D2 --> D2D[error_handling - Exception Management]
D2A --> D2A1[Request Timeout Configuration]
D2A --> D2A2[Header Manipulation]
D2A --> D2A3[SSL Certificate Handling]
D2A --> D2A4[Retry Logic Implementation]
D3 --> D3A[test_xss - Cross-Site Scripting]
D3 --> D3B[test_sql_injection - SQL Injection]
D3 --> D3C[test_lfi - Local File Inclusion]
D3 --> D3D[test_open_redirect - Open Redirect]
D3 --> D3E[test_idor - Insecure Direct Object Reference]
D3 --> D3F[test_csrf - Cross-Site Request Forgery]
D3 --> D3G[test_security_headers - Header Validation]
D3 --> D3H[test_cryptominers - Mining Script Detection]
%% Vulnerability Detection Engine
E --> E1[Payload Management System]
E --> E2[Pattern Recognition Engine]
E --> E3[Response Analysis Framework]
E --> E4[Risk Assessment Logic]
E1 --> E1A[XSS Payload Database]
E1 --> E1B[SQL Injection Payload Set]
E1 --> E1C[LFI Path Traversal Payloads]
E1 --> E1D[Open Redirect Test URLs]
E1 --> E1E[IDOR Parameter Variations]
E1 --> E1F[CSRF Token Bypass Methods]
E1A --> E1A1[Basic Script Injection]
E1A --> E1A2[Event Handler Injection]
E1A --> E1A3[JavaScript Protocol Usage]
E1A --> E1A4[HTML Entity Encoding Bypass]
E1A --> E1A5[SVG-based XSS Vectors]
E1B --> E1B1[Union-based Injection]
E1B --> E1B2[Boolean-based Blind SQL]
E1B --> E1B3[Time-based Blind SQL]
E1B --> E1B4[Error-based Information Extraction]
E1B --> E1B5[Second-order SQL Injection]
E2 --> E2A[Error Message Pattern Matching]
E2 --> E2B[Success Indicator Detection]
E2 --> E2C[Behavior-based Analysis]
E2 --> E2D[Response Time Analysis]
E2A --> E2A1[Database Error Patterns]
E2A --> E2A2[Server Error Messages]
E2A --> E2A3[Application Framework Errors]
E2A --> E2A4[Custom Error Page Detection]
E3 --> E3A[HTTP Status Code Analysis]
E3 --> E3B[Content-Length Comparison]
E3 --> E3C[Response Header Examination]
E3 --> E3D[Content Pattern Analysis]
E4 --> E4A[CVSS Score Calculation]
E4 --> E4B[Exploitability Assessment]
E4 --> E4C[Impact Evaluation]
E4 --> E4D[Risk Prioritization]
%% Colab Integration Layer
F --> F1[Interactive Input System]
F --> F2[Progress Display Management]
F --> F3[Cell Output Formatting]
F --> F4[Error Handling for Colab]
F1 --> F1A[URL Input Prompts]
F1 --> F1B[Scan Configuration Options]
F1 --> F1C[Output Format Selection]
F1 --> F1D[Advanced Options Menu]
F2 --> F2A[Real-time Progress Bars]
F2 --> F2B[Status Message Updates]
F2 --> F2C[Time Estimation Display]
F2 --> F2D[Completion Notifications]
F3 --> F3A[HTML Rich Output Generation]
F3 --> F3B[Markdown Report Formatting]
F3 --> F3C[Interactive Chart Creation]
F3 --> F3D[Color-coded Result Display]
%% Interactive Report Generation
G --> G1[Pandas DataFrame Integration]
G --> G2[HTML Report Generation]
G --> G3[CSV Export Functionality]
G --> G4[Interactive Visualization]
G1 --> G1A[Vulnerability Results DataFrame]
G1 --> G1B[Site Information DataFrame]
G1 --> G1C[Security Header Analysis DataFrame]
G1 --> G1D[Risk Assessment Summary DataFrame]
G1A --> G1A1[Vulnerability Type Classification]
G1A --> G1A2[Severity Level Assignment]
G1A --> G1A3[Detection Confidence Scoring]
G1A --> G1A4[Remediation Recommendation Mapping]
G2 --> G2A[Professional HTML Template]
G2 --> G2B[CSS Styling Integration]
G2 --> G2C[JavaScript Chart Libraries]
G2 --> G2D[Executive Summary Generation]
G3 --> G3A[Raw Data CSV Export]
G3 --> G3B[Summary Statistics CSV]
G3 --> G3C[Timeline-based Export]
G3 --> G3D[Compliance Report CSV]
G4 --> G4A[Vulnerability Distribution Charts]
G4 --> G4B[Risk Level Heat Maps]
G4 --> G4C[Timeline Analysis Graphs]
G4 --> G4D[Comparative Analysis Charts]
%% Data Analysis & Visualization
H --> H1[Statistical Analysis Engine]
H --> H2[Trend Analysis System]
H --> H3[Comparative Assessment]
H --> H4[Predictive Risk Modeling]
H1 --> H1A[Vulnerability Frequency Analysis]
H1 --> H1B[Risk Distribution Statistics]
H1 --> H1C[Detection Rate Calculations]
H1 --> H1D[Time-to-Detection Metrics]
H2 --> H2A[Historical Vulnerability Trends]
H2 --> H2B[Risk Evolution Tracking]
H2 --> H2C[Seasonal Pattern Recognition]
H2 --> H2D[Improvement Rate Analysis]
H3 --> H3A[Industry Benchmark Comparison]
H3 --> H3B[Best Practice Compliance Scoring]
H3 --> H3C[Peer Group Analysis]
H3 --> H3D[Regulatory Standard Mapping]
H4 --> H4A[Future Risk Projection]
H4 --> H4B[Attack Vector Probability]
H4 --> H4C[Impact Severity Forecasting]
H4 --> H4D[Remediation Priority Optimization]
%% Notebook-Specific Ultra Vibrant Styling
style A fill:#e91e63,stroke:#ad1457,stroke-width:5px,color:#fff
style D fill:#00bcd4,stroke:#00838f,stroke-width:4px,color:#fff
style E fill:#3f51b5,stroke:#283593,stroke-width:4px,color:#fff
style F fill:#4caf50,stroke:#2e7d32,stroke-width:4px,color:#fff
style G fill:#ff9800,stroke:#ef6c00,stroke-width:4px,color:#000
style H fill:#9c27b0,stroke:#6a1b9a,stroke-width:4px,color:#fff
style B fill:#ff5722,stroke:#d84315,stroke-width:3px,color:#fff
style C fill:#2196f3,stroke:#1565c0,stroke-width:3px,color:#fff
style B1 fill:#ffeb3b,stroke:#f57f17,stroke-width:2px,color:#000
style B2 fill:#8bc34a,stroke:#558b2f,stroke-width:2px,color:#000
style B3 fill:#ff4081,stroke:#c2185b,stroke-width:2px,color:#fff
style B4 fill:#7c4dff,stroke:#512da8,stroke-width:2px,color:#fff
style C1 fill:#40e0d0,stroke:#00695c,stroke-width:2px,color:#000
style C2 fill:#ffa726,stroke:#e65100,stroke-width:2px,color:#000
style C3 fill:#ab47bc,stroke:#7b1fa2,stroke-width:2px,color:#fff
style C4 fill:#66bb6a,stroke:#2e7d32,stroke-width:2px,color:#fff
style D1 fill:#42a5f5,stroke:#1565c0,stroke-width:2px,color:#fff
style D2 fill:#26c6da,stroke:#00838f,stroke-width:2px,color:#000
style D3 fill:#5c6bc0,stroke:#283593,stroke-width:2px,color:#fff
style D4 fill:#78909c,stroke:#37474f,stroke-width:2px,color:#fff
