Datasets
Tagged As
VPN/NonVPN Network Application Traffic Dataset (VNAT)
Date:
June 2019 –
June 2020
Source:
Tcpdumps of various network applications on an isolated virtual subnet connected to the internet.
Data type:
Packet Capture Files (pcap)
Topic:
R&D area:
Summary
This dataset is a collection of labelled PCAP files, both encrypted and unencrypted, across 10 applications. It was created to assist the development of machine learning tools that would allow operators to see the traffic categories of both encrypted and unencrypted traffic flows. In particular, features of the network packet traffic timing and size information (both inside of and outside of the VPN) can be leveraged to predict the application category that generated the traffic.