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aishwaryagm1999 / Aircraft-Network-Security-using-YARA-Rules-and-Machine-Learning-for-Threat-Detection-and-Prevention

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This project addresses cybersecurity in aviation by developing a machine learning-enhanced intrusion detection and prevention system (IDPS) for aircraft networks. Combining YARA-based signature detection with behavior-based (ML) anomaly detection, the system mitigates cyber threats in real-time, protecting aircraft from sophisticated attacks.

python shell machine-learning automation networking numpy pandas seaborn requests cybersecurity matplotlib argus yara tshark smote random-forest-classifier joblib feature-hashing idps smotesmote
  • Updated Nov 2, 2024
  • Python

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