A production-ready Network Intrusion Detection System featuring multiple machine learning architectures for comprehensive threat detection: Random Forest for real-time binary classification, Decision Tree for interpretable analysis, and BiLSTM for temporal pattern analysis with 3-class attack categorization.
machine-learning random-forest lstm intrusion-detection scapy nids network-security bilstm pycaret cicids2017 lightboost-algorithm
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Updated
Feb 7, 2026 - Python