/IDS-UNSW-NB15

IoT intrusion Detection Model based on neural network and random forests

Primary LanguageJupyter Notebook

IoT Network Intrusion Detection Model

Original work at https://github.com/Moskari/ITKST42-network-data-classifier just reorganized the code for jupyter.

  • This file contain a lot of work to make intrusion detection model for Iot networks.
  • We used nerual network along with random forest algorithm to accomplish this task.
  • We used UNSW-NB 15 data set to train and test the model.
  • f-1 recall and other metrics were used.
  • Matplotlib, keras, Tensorflow and HDF5 were used.