Publication detail

UJI Probes: Dataset of Wi-Fi Probe Requests

BRAVENEC, T. TORRES-SOSPEDRA, J. GOULD, M. FRÝZA, T.

Original Title

UJI Probes: Dataset of Wi-Fi Probe Requests

Type

conference paper

Language

English

Original Abstract

This paper focuses on the creation of a~new, publicly available Wi-Fi probe request dataset. Probe requests belong to the family of management frames used by the 802.11 (Wi-Fi) protocol. As the situation changes year by year, and technology improves probe request studies are necessary to be done on up-to-date data. We provide a month-long probe request capture in an office environment, including work days, weekends, and holidays consisting of over 1 400 000 probe requests. We provide a description of all the important aspects of the dataset. Apart from the raw packet capture we also provide a Radio Map (RM) of the office to ensure the users of the dataset have all the possible information about the environment. To protect privacy, user information in the dataset is anonymized. This anonymization is done in a way that protects the privacy of users while preserving the ability to analyze the dataset to almost the same level as raw data. Furthermore, we showcase several possible use cases for the dataset, like presence detection, temporal Received Signal Strength Indicator (RSSI) stability, and privacy protection evaluation.

Keywords

Dataset, Privacy, Probe Requests, RSSI, Wi-Fi, Wireless Communication, WLAN

Authors

BRAVENEC, T.; TORRES-SOSPEDRA, J.; GOULD, M.; FRÝZA, T.

Released

6. 12. 2023

Publisher

IEEE

ISBN

979-8-3503-2011-4

Book

2023 IEEE 13th International Conference on Indoor Positioning and Indoor Navigation (IPIN)

Pages from

1

Pages to

6

Pages count

6

URL

https://ieeexplore.ieee.org/document/10332508

Full text in the Digital Library

http://hdl.handle.net/11012/244169

BibTex

@inproceedings{BUT184026,
  author="Tomáš {Bravenec} and Joaquín {Torres-Sospedra} and Michael {Gould} and Tomáš {Frýza}",
  title="UJI Probes: Dataset of Wi-Fi Probe Requests",
  booktitle="2023 IEEE 13th International Conference on Indoor Positioning and Indoor Navigation (IPIN)",
  year="2023",
  pages="6",
  publisher="IEEE",
  doi="10.1109/IPIN57070.2023.10332508",
  isbn="979-8-3503-2011-4",
  url="https://ieeexplore.ieee.org/document/10332508"
}

Documents

IPIN2023___UJI_Probes__Dataset_of_Wi_Fi_Probe_Requests.pdf