Smart Home Intrusion Detection Dataset

Description

This is a smart home intrusion detection dataset captured under normal operation as well as from seven different multi-stage attack scenarios that can arise in a smart home environment that hosts end devices of heterogeneous nature.

Steps to reproduce

Network flow from a Smart Home testbed was captured as PCAP files. The Python Script in the 'Script' subfolder can be used to extract the features from the PCAP files and written to a .csv file for use as inputs to any Machine Learning based Attack Detection and identification system.

Institutions

• Amrita Vishwa Vidyapeetham

Categories

Licence