Multistage-Malware-Detection-System

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Multistage-Malware-Detection-System

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# DigiKavach

Digital Armor for the Modern Age
![Dashboard](https://raw.githubusercontent.com/tahir-attar/Multistage-Malware-Detection-System/main/dashboard.png)
## Overview

DigiKavach is an advanced malware detection system that provides three-stage protection for Windows systems:
1. Static analysis using machine learning models
2. Dynamic analysis via sandboxing
3. Continuous behavioral monitoring

## Features

- Automatic detection of new files and processes
- Three-stage malware analysis pipeline
- Real-time monitoring and alerting
- Professional GUI dashboard
- Background Windows service capability
- Comprehensive reporting

## Project Structure

```
digikavach/
├─ agent/                 # background agent, monitoring, Windows service wrapper
├─ backend/               # orchestrator, model loader, sandbox adapter, DB access
├─ gui/                   # PySide6 application (dashboard, hosts, monitoring, reports)
├─ sandbox_adapters/      # virtualbox_adapter.py, unicorn_adapter.py
├─ tools/                 # installer scripts, service installers, vm setup docs
├─ artifacts/             # storage root (runtime)
├─ docs/                  # SAFETY.md, design.md, API spec (internal), user manual
├─ examples/              # safe fixtures, example hash_db.json
├─ tests/                 # unit tests for components
├─ requirements.txt       # Python dependencies
├─ digikavach.py          # Main application entry point
├─ run_gui.bat            # GUI launcher script
├─ run_agent.bat          # Agent launcher script
└─ README.md

## Installation

1. Install Python 3.8 or later
2. Install dependencies:
   ```
   pip install -r requirements.txt
   ```
3. For full functionality, also install:
   - Oracle VirtualBox 6.1+ (for sandboxing)
   - Configure a Windows VM for sandboxing (see [SAFETY.md](docs/SAFETY.md))

## Usage

### Running the GUI
```bash
python digikavach.py --gui
```

Or double-click `run_gui.bat`

### Running the Background Agent
```bash
python digikavach.py --agent
```

Or double-click `run_agent.bat`

### Installing as Windows Service
```bash
tools\install_service.bat
```

## Documentation

- [User Manual](docs/user_manual.md)
- [System Design](docs/design.md)
- [API Specification](docs/API.md)
- [Safety Guidelines](docs/SAFETY.md)

## Testing

Run unit tests:
```bash
python -m pytest tests/
```

## Contributing

1. Fork the repository
2. Create a feature branch
3. Commit your changes
4. Push to the branch
5. Create a Pull Request

## License

This project is licensed under the MIT License - see the [LICENSE](LICENSE) file for details.

## Acknowledgments

- PySide6 for the GUI framework
- VirtualBox for sandboxing capabilities
- pefile, lief, yara-python for static analysis
- psutil for system monitoring
- reportlab for PDF reporting

```

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