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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
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