The ZBDS2023 Zigbee dataset is a collection of raw PCAP files representing a 10-day Zigbee capture session in a smart home featuring 10 Philips Hue devices. Capture is made from 4 different locations in the house by 4 sets of Raspberry Pi / CC2531 sniffer. All sub-captures are hour-sliced and may be merged to build bigger ones. Used CC2531 firmware allows RSSI to be available in the IEEE 802.15.4 layer of each frame. This dataset features some attacks in order to assess algorithms aiming at detecting them. A real device association is also present to assess network key exchange security. All details to use the dataset are HERE.