⚙️ "Smart. Adaptive. Secure. A next-gen AI-powered antivirus."
Fortress is a modern antivirus system built using machine learning to detect, prevent, and mitigate malware threats in real time. Unlike traditional signature-based antivirus solutions, Fortress adapts to evolving threats using heuristic analysis and hash-based detection — all wrapped in a clean Django GUI interface.
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🤖 ML-Powered Threat Detection Detects both known and zero-day threats using trained machine learning models.
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🧩 Hashing Techniques Compares file hashes (e.g., SHA-256) against known malware signature databases.
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🔍 Heuristic Analysis Flags suspicious behavior patterns and identifies unknown malicious files.
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🖥️ User-Friendly Django GUI A simple, responsive interface to interact with the antivirus system.
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🔐 Real-Time Protection Constantly monitors file activity to prevent execution of dangerous files.
| Category | Tools/Versions |
|---|---|
| 💻 Language | Python 3.8+ |
| 🌐 Framework | Django 3.2+ |
| 📊 ML Libraries | Scikit-learn 0.24+ TensorFlow 2.5+ Pandas 1.3+ NumPy 1.21+ |
| 🧮 Hashing | SHA-256 for file signature detection |
| 🧠 Heuristic Logic | Pattern-based behavior analysis |
Make sure the following are installed:
- 🐍 Python 3.8+
- 🌐 Django 3.2+
- 📦 pip (Python package manager)
git clone [https://github.com/thechiranjeevvyas/Fortress](https://github.com/thechiranjeevvyas/fortress-ai-antivirus.git)
cd fortress-ai-antivirus