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networksecurity

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This project implements a modern Network Intrusion Detection System (NIDS) using deep learning and machine learning to identify cybersecurity threats. It works with an intelligent pipeline that includes PCA‑based feature reduction, autoencoder anomaly detection, and classifiers like XGBoost. Built on a cleaned version of the CICIDS2017 dataset

  • Updated Dec 2, 2025
  • Jupyter Notebook

Criei um laboratório no Vmware Worstation Pro 17 chamado IptablesLogLab para testar e demonstrar como registrar tráfego HTTP (porta 80) com iptables e persistir as regras com netfilter-persistent. Gravei os comandos, validei os logs via dmesg e documentei todo o processo para estudo e partilha.

  • Updated Nov 7, 2025

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