This dataset was used for experiments regarding IoT device-type identification.
This dataset represents the traffic emitted during the setup of 31 smart home IoT devices of 27 different types (4 types are represented by 2 devices each). Each setup was repeated at least 20 times per device-type. Each directory contains several pcap files, each representing a setup of the given device directory. Files are named Setup-X-Y-STA.pcap where X is the person realizing the setup and Y is the sequence number of the given capture. The file _iotdevice-mac.txt contains the MAC address of the considered IoT device.
| # | Identifier | Device Model | WiFi | ZigBee | Ethernet | Z-Wave | Other |
|---|---|---|---|---|---|---|---|
| 1 | Aria | Fitbit Aria WiFi-enabled scale | ✔ | - | - | - | - |
| 2 | HomeMaticPlug | Homematic pluggable switch HMIP-PS | - | - | - | - | ✔ |
| 3 | Withings | Withings Wireless Scale WS-30 | ✔ | - | - | - | - |
| 4 | MAXGateway | MAX! Cube LAN Gateway for MAX! Home automation sensors | - | - | ✔ | - | ✔ |
| 5 | HueBridge | Philips Hue Bridge model 3241312018 | - | ✔ | ✔ | - | - |
| 6 | HueSwitch | Philips Hue Light Switch PTM 215Z | - | ✔ | - | - | - |
| 7 | EdnetGateway | Ednet.living Starter kit power Gateway | ✔ | - | - | - | ✔ |
| 8 | EdnetCam | Ednet Wireless indoor IP camera Cube | ✔ | - | ✔ | - | - |
| 9 | EdimaxCam | Edimax IC-3115W Smart HD WiFi Network Camera | ✔ | - | ✔ | - | - |
| 10 | Lightify | Osram Lightify Gateway | ✔ | ✔ | - | - | - |
| 11 | WeMoInsightSwitch | WeMo Insight Switch model F7C029de | ✔ | - | - | - | - |
| 12 | WeMoLink | WeMo Link Lighting Bridge model F7C031vf | ✔ | ✔ | - | - | - |
| 13 | WeMoSwitch | WeMo Switch model F7C027de | ✔ | - | - | - | - |
| 14 | D-LinkHomeHub | D-Link Connected Home Hub DCH-G020 | ✔ | - | ✔ | ✔ | - |
| 15 | D-LinkDoorSensor | D-Link Door & Window sensor | - | - | - | ✔ | - |
| 16 | D-LinkDayCam | D-Link WiFi Day Camera DCS-930L | ✔ | - | ✔ | - | - |
| 17 | D-LinkCam | D-Link HD IP Camera DCH-935L | ✔ | - | - | - | - |
| 18 | D-LinkSwitch | D-Link Smart plug DSP-W215 | ✔ | - | - | - | - |
| 19 | D-LinkWaterSensor | D-Link Water sensor DCH-S160 | ✔ | - | - | - | - |
| 20 | D-LinkSiren | D-Link Siren DCH-S220 | ✔ | - | - | - | - |
| 21 | D-LinkSensor | D-Link WiFi Motion sensor DCH-S150 | ✔ | - | - | - | - |
| 22 | TP-LinkPlugHS110 | TP-Link WiFi Smart plug HS110 | ✔ | - | - | - | - |
| 23 | TP-LinkPlugHS100 | TP-Link WiFi Smart plug HS100 | ✔ | - | - | - | - |
| 24 | EdimaxPlug1101W | Edimax SP-1101W Smart Plug Switch | ✔ | - | - | - | - |
| 25 | EdimaxPlug2101W | Edimax SP-2101W Smart Plug Switch | ✔ | - | - | - | - |
| 26 | SmarterCoffee | Smarter SmarterCoffee coffee machine SMC10-EU | ✔ | - | - | - | - |
| 27 | iKettle2 | Smarter iKettle 2.0 water kettle SMK20-EU | ✔ | - | - | - | - |
https://research.aalto.fi/en/datasets/iot-devices-captures
Please refer to the following publication when citing this dataset:
Markus Miettinen, Samuel Marchal, Ibbad Hafeez, N. Asokan, Ahmad-Reza Sadeghi, Sasu Tarkoma, “IoT Sentinel: Automated Device-Type Identification for Security Enforcement in IoT,” in Proc. 37th IEEE International Conference on Distributed Computing Systems (ICDCS 2017), Jun. 2017.