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soc-tools

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Real-time Layer 7 DDoS detection and HTTP traffic analysis tool designed to identify bot activity, anomalous requests, and application-layer attacks with high accuracy.

  • Updated Jun 16, 2026
  • Python

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.

  • Updated Mar 29, 2026
  • Python

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