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MorphGuard Documentation Index

Complete guide to MorphGuard documentation and resources.

🚀 Getting Started

New to MorphGuard? Start here:

README.md - Project overview and main documentation
GETTING_STARTED.md - Consolidated Setup & Workflow Guide
docs_archive/QUICKSTART.md - Quick Start Guide (Archived)

📦 Installation & Setup

Setting up your development environment:

GETTING_STARTED.md - Master Setup Guide
docs_archive/SETUP_GUIDE.md - Storage Setup/Migration Guide (Archived)
setup_conda_environment.sh - Automated Conda setup script
PYTORCH_DEPLOYMENT_GUIDE.md - PyTorch with CUDA setup
BETA_DEPLOYMENT_GUIDE.md - Production deployment guide

Configuration Files:

.env.development - Development environment variables
.env.production - Production environment variables

🔧 System Components

Core Application

app.py - Main Flask application
start.sh - Server startup script
COMPLETE_APPLICATION_WORKFLOW.md - Application workflow

Models & AI

Detection Systems:

src/models/morph_detector.py - M2TR Vision Transformer
src/deepfake/deepfake_detector.py - XceptionNet deepfake detector
src/models/demorpher_model.py - pSp GAN demorpher
src/models/identity_verifier.py - ArcFace verifier

Documentation:

MorphGuard.md - Model architecture details
Research.md - Research papers and references

API & Integration

src/README_RESILIENT_API.md - Resilient API design
src/README_API_UTILS.md - API utility functions
INTEGRATE_AXI.md - AXI integration guide

Blockchain

src/blockchain/ - Ethereum smart contract integration
Verification logging and immutable audit trails

Adversarial Defense

src/adversarial/ - Adversarial attack defense
FGSM, PGD, C&W attack protection

📊 Monitoring & Analytics

Real-time Monitoring:

GRAFANA_SETUP_COMPLETE.md - Grafana dashboard setup
configure_grafana_embed.sh - Enable dashboard embedding
scripts/setup_timescaledb.py - TimescaleDB initialization

Metrics & Dashboards:

GPU utilization and temperature monitoring
Detection confidence tracking
Training progress visualization
System resource monitoring

🎨 User Interface

Web Templates:

templates/setup-improved.html - Setup & training interface
templates/enhanced-ui.html - Enhanced demo interface
templates/index.html - Main landing page

UI/UX Documentation:

UI_SPACING_FIXES.md - Recent UI improvements
INTERFACE_STRATEGY.md - Interface design strategy
static/css/design-tokens.css - Design system

🏋️ Training & Evaluation

Training Scripts:

scripts/train_detector.py - Train morph detector
scripts/train_demorpher.py - Train demorpher
scripts/evaluate_model.py - Model evaluation

Training Guides:

Custom model training
Hyperparameter tuning
Transfer learning
Dataset preparation

📚 Advanced Topics

System Architecture:

COMPREHENSIVE_SYSTEM_ASSESSMENT.md - System analysis
SETUP_ANALYSIS_REPORT.md - Setup analysis

Advanced Features:

ADVANCED_FEATURES_SUMMARY.md - Advanced capabilities
COMPLIANCE_IMPLEMENTATION_SUMMARY.md - GDPR/CCPA compliance
ENHANCED_SETUP_IMPLEMENTATION.md - Enhanced setup features

🔍 Specialized Components

pSp Demorpher

pSp/README.md - pixel2style2pixel encoder documentation
StyleGAN2 integration
Demorphing pipeline

Data Cleaning

Cleaning/README.md - Data preprocessing scripts
Dataset cleaning utilities
Quality assurance

🐛 Troubleshooting

Common Issues:

Server Won't Start
- Check docs_archive/QUICKSTART.md Section 7 (Troubleshooting)
- Verify GPU availability: nvidia-smi
- Check port conflicts: lsof -i :5000
CUDA Out of Memory
- Close other GPU applications
- Reduce batch size in config
- Enable mixed precision
Database Connection Failed
- Check PostgreSQL: sudo systemctl status postgresql
- Run setup: python scripts/setup_timescaledb.py
Models Not Loading
- Verify model files: ls -lh models/
- Check PyTorch: python -c "import torch; print(torch.cuda.is_available())"

📖 API Reference

Endpoint Documentation:

Detection Endpoints

# Morph detection
POST /api/detect
POST /api/detect/heatmap

# Deepfake detection
POST /api/detect/deepfake
POST /api/detect/deepfake/heatmap

# Combined detection
POST /api/detect/comprehensive

Training Endpoints

# Start training
POST /api/train/detector
POST /api/train/demorpher

# Monitor training
GET /api/train/status
GET /api/train/metrics

System Endpoints

# Health check
GET /api/health

# Device info
GET /api/devices/cpu
GET /api/devices/gpu

# Metrics
GET /api/metrics/recent

🔐 Security & Compliance

Security Features:

COMPLIANCE_IMPLEMENTATION_SUMMARY.md
User authentication and authorization
API rate limiting
Input validation and sanitization
Adversarial attack defense

Privacy:

GDPR compliance
CCPA compliance
Data retention policies
Audit logging

🧪 Testing

Test Files:

Unit tests for models
Integration tests for API
Performance benchmarks
Adversarial robustness tests

# Run all tests
pytest tests/

# Run specific test suite
pytest tests/test_detector.py

# Run with coverage
pytest --cov=src tests/

📦 Dependencies

Core Dependencies:

PyTorch 2.6+ (CUDA 12.8)
Flask 2.3+
TimescaleDB 2.x
Grafana 10.x
PostgreSQL 15+

Python Packages: See requirements.txt and environment.yml

🚀 Deployment

Production Deployment:

BETA_DEPLOYMENT_GUIDE.md - Complete deployment guide
Docker containerization
NGINX reverse proxy
SSL/TLS configuration
Load balancing
Auto-scaling

📝 Version History

Latest Updates:

v2.3.0 - Added deepfake detection (XceptionNet)
v2.2.0 - Live Grafana dashboards
v2.1.0 - UI/UX improvements
v2.0.0 - Blockchain integration

See CHANGELOG.md for full history.

🤝 Contributing

How to Contribute:

Fork the repository
Create a feature branch
Make your changes
Submit a pull request

Guidelines:

Follow PEP 8 style guide
Write unit tests
Update documentation
Add docstrings

📧 Support & Community

Get Help:

GitHub Issues: Report bugs
GitHub Discussions: Ask questions
Email: support@morphguard.ai
Documentation: This index!

🔍 Quick Reference

Most Common Tasks:

Task	Command/File
Start server	`./start.sh`
Stop server	`pkill -f "python.*app.py"`
Setup environment	`sudo ./setup_conda_environment.sh`
Train detector	`python scripts/train_detector.py`
Test API	`curl http://localhost:5000/api/health`
View logs	`tail -f nohup.out`
Check GPU	`nvidia-smi`
Configure Grafana	`./configure_grafana_embed.sh`

📚 External Resources

Research Papers:

M2TR: Morphing Detection Transformers
pSp: Encoding in Style
XceptionNet: Depthwise Separable Convolutions
ArcFace: Additive Angular Margin Loss

Useful Links:

PyTorch Documentation
TimescaleDB Documentation
Grafana Documentation
Flask Documentation

🗺️ Documentation Roadmap

Planned Documentation:

Detailed API reference
Training tutorial with examples
Deployment best practices
Performance optimization guide
Security hardening guide
Video processing guide
Batch processing guide

Last Updated: 2025-11-23 Documentation Version: 2.3.0

For the most up-to-date information, always refer to the latest version in the repository.