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ZigBeeNet

We present a decrypted ZigBee IoT network traffic dataset in a smart home environment.

We use 15 devices in total, six different types of devices (Hub, Power Plug, Smart Light, Smart Bulb, Wall Switch and Motion Sensor) and nine different devices.

We have collected data from 20 days.

We were using a Zigbee Sniffer based on the Texas Instruments CC2531 chip and a Wireshark plugin to capture data to pcap files.

ZigBee Device List

Hub

  • Hue Bridge

Power Plug

  • Hue Smart Plug

Smart Light

  • Hue White and Color Ambiance Play #1
  • Hue White and Color Ambiance Play #2
  • Hue Go

Smart Bulb

  • Hue White and Color Ambiance Bulb #1
  • Hue White and Color Ambiance Bulb #2
  • Hue White Ambiance Bulbs #1
  • Hue White Ambiance Bulbs #2
  • Hue White Ambiance Bulbs #3
  • Lidl Livarno RGB Bulb #1
  • Lidl Livarno RGB Bulb #2

Wall Switch

  • Hue Dimmer Switch #1
  • Hue Dimmer Switch #2

Motion Sensor

  • Hue Motion Sensor

Download dataset

You can download the dataset from Zenodo library here.

How to open the dataset?

1. Install Wireshark

To analyze the dataset, you'll need to have Wireshark installed. You can download it from the Wireshark official website and follow the installation instructions for your operating system.

2. Download the Dataset

Download the dataset from the Zenodo library. You can find it at the provided link above.

3. Extract the Dataset

Once you've downloaded the dataset (a .tar.gz file), you need to extract it. You can use the following command in your terminal:

tar -xzvf dataset.tar.gz

Alternatively, you can use software like 7-Zip to extract the contents if you're on Windows.

4. (Optional) Merge PCAP Files

The dataset contains multiple PCAP files that need to be merged if you want to analyze all packets, use the script located at scripts/merger.sh. Run it as follows:

bash scripts/merger.sh

This script will help you combine multiple .pcap files into one for easier analysis.

5. Open the PCAP File in Wireshark

Once the dataset is extracted, open the .pcap file in Wireshark by either double-clicking the file or selecting File -> Open in Wireshark.

6. Adjust IEEE 802.15.4 Protocol Settings

To properly analyze the Zigbee packets, you need to configure Wireshark to interpret the data correctly:

  • Go to Edit -> Preferences -> Protocols -> IEEE 802.15.4.
  • Change the "FCS format" to TI CC24xx metadata.
  • Check the option Enable ACK tracking.

7. Configure Zigbee Network Key

To decrypt Zigbee traffic and view the payload of individual packets:

  • Go to Edit -> Preferences -> Protocols -> Zigbee -> Pre-configured keys.
  • Add the following network key:
    13:CE:8C:B5:C1:FC:6F:20:8D:63:83:3D:59:D4:FA:2A.

8. View Decrypted Data

Now, all the packet data should be visible in Wireshark, including the decrypted payload of Zigbee packets. You can inspect individual packets, see their payloads, and analyze the communication within the Zigbee network.