Overview

This repository contains the real world IoT smart-home dataset that was used in the paper "ARGUS: Context-Based Detection of Stealthy IoT Infiltration Attacks". The dataset contains the status changes of all IoT devices deployed in 5 different smart-homes. The dataset covers different smart-home settings and living situations, including a room with a single inhabitant in a shared flat (Home1), a one-room appartment (Home 2), as well as 3 larger homes with 4 inhabitants each (Home3, Home4, Home5). A detailed description of the settings is provided in the paper.

The corresponding paper was published as Rieger, Chilese, Mohamed, Miettinen, Fereidooni, Sadeghi "ARGUS: Context-Based Detection of Stealthy IoT Infiltration Attacks" at USENIX Security 2023. Paper available here.

@inproceedings{rieger2023argus,
  title={{ARGUS: Context-Based Detection of Stealthy IoT Infiltration Attacks}},
  author={Rieger, Phillip and Chilese, Marco and Mohamed, Reham and Miettinen, Markus and Fereidooni, Hossein and Sadeghi, Ahmad-Reza},
  booktitle={32nd USENIX Security Symposium (USENIX Security 23)},
  year={2023},
  publisher = {USENIX Association}
}

Shield:

This work is licensed under a Creative Commons Attribution-NonCommercial-ShareAlike 4.0 International License.

Devices

The individual homes contain in particular the following devices:

Home1

automation.cameraOffWhenAtHome
automation.cameraOnWhenUserLeave
automation.lightsOffWhenTooBright
automation.lightsOnWhenMotionDetected
camera.status
ceilingLamp
co2.status
co2.value
deskLamp
door
humidity
ipCamera.LightLevel
ipCamera.motion
ipCamera.motionActive
ipCamera.sound
person.home
phone.activity
phone.atHome
phone.charging
phone.sleepConfidence
phone.wifiConnection
rolo.position
sun
temperature
thermostat.heatingTemperature
thermostat.measuredTemperature
weather.homeLocation
weather.town
window

Home2

automation.lightOnInTheMorning
automation.lightsOffInTheEvening
automation.lightsOffWhenTooBright
automation.lightsOnWhenMotionDetected
camera.status
ceilingLamp
deskLamp
door
hue.lightLevel
hue.motionSensor.motion
hue.temperature
humidity
ipCamera.LightLevel
ipCamera.motion
ipCamera.motionActive
ipCamera.sound
person.home
phone.activity
phone.atHome
phone.batteryLife
phone.lightSensor
phone.phoneStatus
phone.sleepConfidence
phone.wifiConnection
sun
temperature
thermostat.heatingTemperature
thermostat.measuredTemperature
weather.homeLocation
window

Home3

automation.cameraOnWhenUserLeave
camera.status
ceilingLamp
deskLamp
door
hue.lightLevel
hue.motionSensor.motion
hue.temperature
hue2.lightLevel
hue2.motion
hue2.temperature
hueWhiteLamp3
huewhiteLamp2
ipCamera.LightLevel
ipCamera.motion
ipCamera.motionActive
ipCamera.sound
light.livingRoom
radiatorThermostat.measuredTemperature
sun
weather.homeLocation
weather.town
window

Home4

automation.cameraOffWhenAtHome
automation.cameraOnWhenUserLeave
automation.dinnerLights
automation.lightsOffWhenNoMotion
automation.lightsOffWhenTooBright
automation.lightsOnWhenMotionDetected
ceilingLamp
climate.controllAccessPoint
climateControll.heating
controll.accessRoom1
deskLamp
door
hue.lightLevel
hue.motionSensor.motion
hue.temperature
humidity
ipCamera.LightLevel
ipCamera.motion
ipCamera.motionActive
ipCamera.sound
person.home
phone.activity
phone.atHome
phone.locked
phone.sleepConfidence
phone.sleepSegment
phone.wifiConnection
sun
temperature
thermostat.heatingTemperature
thermostat.measuredTemperature
weather.homeLocation
weather.town
window

Home5

automation.allLightsOff
automation.allLightsOn
automation.dinnerLights
automation.dinnerTableLights
automation.gamingMode
automation.heatingBoostOff
automation.lightsOffWhenNoMotion
automation.pianoLight
automation.sofaLamp
automation.studioLightOff
automation.studioLightOnWhenMotion
ceilingLamp
climate.controllAccessPoint
climateControll.heating
deskLamp
door
hue.lightLevel
hue.motionSensor.motion
hue.temperature
humidity
ipCamera.LightLevel
ipCamera.motion
ipCamera.motionActive
ipCamera.pressure
ipCamera.sound
lamp.consumption
lamp.current
lamp.dailyConsumption
lamp.totalConsumption
lamp.voltage
phone.activity
phone.charging
phone.locked
sun
temperature
thermostat.measuredTemperature
wheather.town

nazanaza2970/argus-data