A brief overview on data sets available for different IoT technologies to support diverse IoE application domains:
1) Data Sets for IoT-Based Mobile Applications
- Android Validation Data set https://www.unb.ca/cic/datasets/android-validation.html
- Android Botnet https://www.unb.ca/cic/datasets/android-botnet.html
- Android Adware and General Malware https://www.unb.ca/cic/datasets/android-adware.html
2) Data Set for IoT-Based VPN and Non-VPN
- ISCX VPN 2016 https://www.unb.ca/cic/datasets/vpn.html
- ISOT HTTP Botnet https://www.uvic.ca/engineering/ece/isot/datasets/botnet-ransomware/index.php
- Botnet Data set https://www.unb.ca/cic/datasets/botnet.html
3) Data Set for IoT-Based Smart Home and Building
- BoT-IoT https://www.unsw.adfa.edu.au/unsw-canberra-cyber/cybersecurity/ADFA-NB15-Datasets/bot_iot.php
- N-BaIoT https://archive.ics.uci.edu/ml/datasets/detection_of_IoT_botnet_attacks_N_BaIoT
- Unified Host and Network Data set https://csr.lanl.gov/data/2017/
- IoT Network Intrusion https://ieee-dataport.org/open-access/iot-networkintrusion-dataset
- UNSW IoT Attack https://iotanalytics.unsw.edu.au/attack-data
- AMPds http://ampds.org/
- UK-DALE https://jack-kelly.com/data/
3) Data Set for IoT-Based Smart Farming
- CIGAR http://www.ccafs-climate.org/
- ISTAT https://www.istat.it/en/analysis-and-products/datasets
- CNR http://data.cnr.it/site/data
4) Data Set for IoT-Based Healthcare Applications
- PhysioBank https://physionet.org/physiobank/database/
5) Data Set for IoT-Based Smart City
- City Pulse Project http://www.ict-citypulse.eu/page/
Reference:
Lohiya, R.; Thakkar, A. Application Domains, Evaluation Data Sets, and Research Challenges of IoT: A Systematic Review. IEEE Internet of Things Journal 2021, 8, 8774–8798, doi:10.1109/JIOT.2020.3048439.