/Network-Classification-using-Streamlit-and-Python

This was the classification of Network Traffic using 5 features for 10 apps. We created this app using Python and Streamlit and then it was hosted by Heroku

Primary LanguagePython

Network-Classification-using-Streamlit-and-Python

This was the classification of Network Traffic. We created this app using Python and Streamlit and then it was hosted by Heroku

5 Features :

  • Flow Duration : Duration of the flow in microsecond
  • Fwd IAT Total : Total time between two packets sent in the forward direction
  • Bwd IAT Total : Total time between two packets sent in the backward direction
  • Fwd Packet Length Std : Standard deviation size of packet in forward direction
  • Init_Win_bytes_forward : Total number of bytes sent in initial window in the forward direction

10 APPs : Amazon, Apple icloud, Content flash, http connect, instagram, IP ICMP, ms one drive, Office 365, Whatsapp, Yahoo It was said these app if had >=60% accuracy

This is my link https://net-class10app.herokuapp.com/