nardy07 / major-proj-final

Major project on NIDS-LSTM

NIDS

Major project on Network Intrusion Detection System

Repository structure

• majorproj-main
  • contains images, LaTEX files and project report in pdf format
• afaiLabeling
  • contains 2/3 of the validation set we created(DDOS dataset had size greater than 25 MB)
• micMultiBB1
  • a folder containing the saved LSTM model
• test_try.ipynb
  • preprocessing the validation dataset
• try.ipynb
  • preprocessing the original dataset
• lstMulti.py and lstMulti.ipynb
  • code containing the LSTM model used in the project.

Dataset

The InSDN dataset (https://aseados.ucd.ie/datasets/SDN/)

Prerequisites

• Keras
• Sklearn
• Pandas
• Numpy
• Matplotlib

Running the project

The project can be run on python by running the three python files serially or in Colab/Jupyter notebook. If the choice is to run the notebook, the lstMulti.ipynb file must be run in colab.

major-proj-final's Issues

can you provide the file Lhping3.csv？

can you provide the file Lhping3.csv？
you can provide a google drive url to provide the downloading way