README.md

IDS-ML

implementation of an intrusion detection system using ensemble machine learning methods

Data set

This project is carried out using the UNSW-15 data set

Technologies

• Python
• Streamlit
• Zeek
• Argus

Tools

• Pandas
• Numpy
• Scikit-learn
• Matplotlib
• Seaborn

Operating Systems

• Windows
• Linux (required for analyse operation)

Structure

• main.py : This is the main page of the application, it calls the functions defined in the other files. The application is launched by typing : streamlit run main.py

When launching the application, the following welcome image appears with all the features available in the IDS

Functionalities

• EDA (Exploratory Data Analysis)
  • Demo -
• Performances
• Analyze pcap file