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python-examples

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Implementation/Tutorial of using Automated Machine Learning (AutoML) methods for static/batch and online/continual learning

  • Updated May 14, 2024
  • Jupyter Notebook

Code for IDS-ML: intrusion detection system development using machine learning algorithms (Decision tree, random forest, extra trees, XGBoost, stacking, k-means, Bayesian optimization..)

  • Updated Oct 13, 2023
  • Jupyter Notebook

The best way to learn Python is by practicing examples. The repository contains examples of basic concepts of Python. You are advised to take the references from these examples and try them on your own.

  • Updated Nov 2, 2023
  • Jupyter Notebook

Python for cybersecurity with the basic concepts, easy to understand code examples, lab exercises, real-world examples, different security scripts covering web security, network security, defensive security, crypto examples, exploits etc...

  • Updated Dec 25, 2024
  • Python

This repository includes code for the AutoML-based IDS and adversarial attack defense case studies presented in the paper "Enabling AutoML for Zero-Touch Network Security: Use-Case Driven Analysis" published in IEEE Transactions on Network and Service Management.

  • Updated Sep 20, 2024
  • Jupyter Notebook

This repository includes code for the paper "Towards Autonomous Cybersecurity: An Intelligent AutoML Framework for Autonomous Intrusion Detection" accepted in AutonomousCyber, ACM CCS, 2024.

  • Updated Nov 8, 2024
  • Jupyter Notebook

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