Installation Requirements
Create a requirements.txt file:
txt
tkinter=8.6
pefile=2023.2.7
numpy=1.24.3
pandas=2.0.3
matplotlib=3.7.2
Features Implemented
1. Static Analysis
- File hash calculation (MD5, SHA1, SHA256)
- PE file analysis (sections, imports, exports)
- Entropy calculation for packing detection
- String extraction and suspicious pattern matching
- File metadata analysis
2. Dynamic Analysis (Simulated)
- Sandbox environment simulation
- Behavior monitoring
- System call tracking
- Network activity detection
- File system and registry operation monitoring
3. Hybrid Analysis
- Combined risk scoring
- Weighted threat assessment
- Comprehensive verdict system
4. GUI Features
- Modern dark theme interface
- Tabbed interface for different analysis views
- Real-time progress updates
- Visualization of analysis results
- Scrollable text areas for detailed information
- File browsing dialog
5. Visualization
- Risk score gauge
- Static vs dynamic risk comparison
- Threat indicators distribution
- Analysis summary
Usage Instructions
- Install required packages:
bash
pip install -r requirements.txt
- Run the application:
bash
python malware_detector.py
- Use the interface:
- Click "Browse" to select a file
- Click "Analyze File" to start analysis
- View results in different tabs
- Check the visualization tab for graphical insights
Important Notes
⚠️ Disclaimer: This is a demonstration system for educational purposes only. In a production environment:
- Use real sandbox environments (Cuckoo Sandbox, Joe Sandbox, etc.)
- Implement proper virtualization for dynamic analysis
- Add more sophisticated machine learning models
- Integrate with threat intelligence feeds
- Implement proper logging and reporting
- Add heuristic analysis and behavioral scoring
- Include YARA rule matching
- Add memory analysis capabilities
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