MITIK Toolkit: A Privacy-Compliant Passive Collection of WiFi Probe Request Datasets
The ubiquity of WiFi-connected devices broadcasting unencrypted management frames enables identifying nearby devices, which can be beneficial for societal applications while raising significant privacy concerns. This demo paper introduces a unified toolkit, Mitik, for capturing, analyzing, and interpreting non-intrusive passive measurements of WiFi traces. The toolkit addresses several challenges, including the configuration of sniffers for synchronized data capture, privacy protection at the point of collection, and the association of randomized MAC addresses with individual smart-phones. By systematically tackling these challenges, Mitik aims to advance our understanding of individual mobility patterns and uncover plausible links between distinct devices.
Authors
- Nadjib Achir (ORCID: https://orcid.org/0000-0002-5449-948X)
- Fernando Molano Ortiz (ORCID: https://orcid.org/0000-0001-9991-6710)
- Aline Carneiro Viana (ORCID: https://orcid.org/0000-0002-1483-6269)
- Guillaume Farhi-Rivasseau (ORCID: https://orcid.org/0009-0000-2326-4592)
Institutions
- Institut national de recherche en sciences et technologies du numérique (FR)
Publication Details
- Published
- 2025-09-08
- DOI
- https://doi.org/10.1145/3744969.3748453
- Primary Topic
- Privacy-Preserving Technologies in Data
- Type
- article
- Field-Weighted Citation Impact
- 0.00
Funders
- Agence Nationale de la Recherche