DATASET

Multimodal Environmental Data for Behavioural Authentication in Internet of Things

Collection: MEDBA : Multimodal Environmental Data for Behavioural Authentication in Internet of Things 

Description

This dataset comprises of multimodal data collected from Internet of Things (IoT) sensors in an office-like environment in which a total of 54 volunteers performed various office tasks. The tasks included typing, gesture-based, and movement-based tasks, where each task was modulated with various levels of difficulty. The assortment of sensors used for the data collection includes multiple inertial measurement units, multiple force sensors, a short milimetre-wave radar, and an 8-channel EEG device. These data are primarily envisioned as a basis for exploratory research in the field of user authentication, however the dataset could be applied to a plethora of different research domains, including human activity recognition, and cognitive load inference. More details on the dataset can be found at: [link to the paper when published].

Contact

Email
jrc-t2-secretariat (at) ec.europa.eu

Contributors

  • Andraz Krasovec
  • Gianmarco Baldini
  • Veljko Pejovic
  • Igor Nai Fovino

How to cite

Krasovec, Andraz; Baldini, Gianmarco; Pejovic, Veljko; Nai Fovino, Igor (2024): Multimodal Environmental Data for Behavioural Authentication in Internet of Things. European Commission, Joint Research Centre (JRC) [Dataset] PID: http://data.europa.eu/89h/7be86ffd-1bac-4d3e-82fc-02b3ea40ab49

Data access

Multimodal Environmental Data for Behavioural Authentication in Internet of Things
URL 

Additional information

Published by
European Commission, Joint Research Centre
Created date
2024-04-04
Modified date
2024-06-10
Issued date
2024-04-01
Data theme(s)
Science and technology
Update frequency
other
Identifier
http://data.europa.eu/89h/7be86ffd-1bac-4d3e-82fc-02b3ea40ab49
Popularity