AEGIS-Omega is a high-performance, hybrid multi-layer Intrusion Detection System (IDS). It features a 4-layer detection strategy—Signature Analysis, Autoencoder Anomaly Detection, BiLSTM Deep Learning, and Ensemble Fusion—to identify attack types with 95% F1-score. Includes a FastAPI backend, React dashboard, and PCAP,Netflow analysis.
react python machine-learning deep-learning ids autoencoder network-analysis network-security intrusion-detection-system anomaly-detection bilstm threat-detection sih soc-tools pcap-analysis ntro
-
Updated
Jan 30, 2026 - Python