Dataset for cyber–physical anomaly detection in smart homes
Yasar Majib, Mohammed Alosaimi, Andre Asaturyan, Charith Perera · Frontiers in the Internet of Things · 2023
This document is a supplement content document to Dataset for Cyber-Physical Anomaly Detection in Smart Homes, where the main information about the dataset is provided.Dataset can be accessed from (Link 1) and (Link 2).The following sections contains in depth details of all smart devices used for data collection and resulting Datasets.In Section 2, list of entities for each device can be found in tables of Section 3, Section 4 provides detailed information about datasets, and images of smart devices are provided in 5. DEVICE SPECIFICATIONSIn this section, we enlisted device specification of each device used in the process of data collection.These specifications are taken from official sources e.g.manufacturer's websites.The specifications could help in determining any potential point anomalies in the device's data-stream, for example, if the temperature range for Aqara Temperature and Humidity Sensor is -20 o to 50 o C, an out-of-range value may reflect sensor fault or manipulation in the data streams by an adversary. Samsung SmartThings Contact Sensor• Material: Plastic • Protocols: ZigBee• Range: 15 -40m• Dimensions (WxHxD): 3.6 x 1.5 x 4.8 cm• Weight: 42g (with battery)•