Know thy quality: Assessment of device detection by wifi signals

T Rütermann, A Benabbas… - 2019 IEEE International …, 2019 - ieeexplore.ieee.org
Broadcasted WiFi traffic of mobile devices is the foundation of several estimation techniques
like location tracking or crowd counting. Many pervasive applications use these techniques …

An online method for estimating the wireless device count via privacy-preserving wi-fi fingerprinting

P Torkamandi, L Kärkkäinen, J Ott - … , PAM 2021, Virtual Event, March 29 …, 2021 - Springer
Initially envisioned to accelerate association of mobile devices in wireless networks,
broadcasting of Wi-Fi probe requests has opened avenues for researchers and network …

MAC address de-randomization for WiFi device counting: Combining temporal-and content-based fingerprints

M Uras, E Ferrara, R Cossu, A Liotta, L Atzori - Computer Networks, 2022 - Elsevier
To preserve people privacy and prevent device (and people) tracking, WiFi MAC address
randomization is been introduced by an ever increasing number of operating systems …

Tools for ground-truth-free passive client density mapping in mac-randomized outdoor wifi networks

F Yang, I Ahriz, B Denby - Sensors, 2023 - mdpi.com
In the past few years, data privacy legislation has hampered the ability of WiFi network
operators to count and map client activity for commercial and security purposes. Indeed …

What WiFi probe requests can tell you

R Rusca, F Sansoldo, C Casetti… - 2023 IEEE 20th …, 2023 - ieeexplore.ieee.org
Everyday, as we go about our business in a city, we carry around several devices such as
smartphones, tablets or even laptops, most of them with an active WiFi interface. This …

Wifi probes sniffing: an artificial intelligence based approach for mac addresses de-randomization

M Uras, R Cossu, E Ferrara, O Bagdasar… - 2020 IEEE 25th …, 2020 - ieeexplore.ieee.org
To improve city services, local administrators need to have a deep understanding of how the
citizens explore the city, use the relevant services, interact and move. This is a challenging …

Asimov: a fully passive wifi device tracking

RH Ribeiro, BB Rodrigues, C Killer… - 2021 IFIP …, 2021 - ieeexplore.ieee.org
Mobile devices expose information about their hardware and manufacturer while searching
for available WiFi networks via a Media Access Control (MAC) protocol. Thus, to protect the …

Mobile device detection through WiFi probe request analysis

L Oliveira, D Schneider, J De Souza, W Shen - IEEE Access, 2019 - ieeexplore.ieee.org
Estimation of the presence of people in real time is extremely useful for businesses in
providing better services while saving money. In this paper, we propose a technique for …

Introducing benchmarks for evaluating user-privacy vulnerability in WiFi

AK Mishra, AC Viana, N Achir - 2023 IEEE 97th Vehicular …, 2023 - ieeexplore.ieee.org
WiFi-based crowdsensing is a major source of data in a variety of domains such as human-
mobility, pollution-level estimation, and, opportunistic networks. MAC randomisation is a …

[PDF][PDF] Analysis of Wi-Fi Probe Request Bursts for Device Counting

T Artunian - 2023 - scholarworks.calstate.edu
With urban populations growing worldwide, the need for accurate counts of pedestrians and
other forms of traffic is increasingly important for infrastructure development. Many of the …