A Tutorial On Privacy, RCM and Its Implications in WLAN

D Ficara, RG Garroppo, J Henry - … Communications Surveys & …, 2023 - ieeexplore.ieee.org
The proliferation of Wi-Fi devices has led to the rise of privacy concerns related to MAC
Address-based systems used for people tracking and localization across various …

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 …

Non-intrusive privacy-preserving approach for presence monitoring based on WiFi probe requests

A Simončič, M Mohorčič, M Mohorčič, A Hrovat - Sensors, 2023 - mdpi.com
Monitoring the presence and movements of individuals or crowds in a given area can
provide valuable insight into actual behavior patterns and hidden trends. Therefore, it is …

Monitoring People's Mobility in the Cities: A Review of Advanced Technologies

L Pintor, M Uras, G Colistra, L Atzori - Information and Communications …, 2023 - Springer
The knowledge of how people move in urban areas is helpful for the effective deployment of
many city services, such as planning and management of transport mobility services …

A low-cost automatic people-counting system at bus stops using Wi-Fi probe requests and deep learning

C Pronello, D Anbarasan, F Spoturno, G Terzolo - Public Transport, 2024 - Springer
Counting people is an important part of people-centric applications, and the increase in the
number of IoT devices has allowed the collection of huge amounts of data to facilitate people …

Analysis of wi-fi probe requests towards information element fingerprinting

L Pintor, L Atzori - GLOBECOM 2022-2022 IEEE Global …, 2022 - ieeexplore.ieee.org
In the past decade, several algorithms have been proposed to monitor people's mobility
based on the analysis of management messages generated by Wi-Fi devices and which rely …

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 …

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 …

Automatic passenger counting on the edge via unsupervised clustering

G Delzanno, L Caputo, D D'Agostino, D Grosso… - Sensors, 2023 - mdpi.com
We present a device-and network-based solution for automatic passnger counting that
operates on the edge in real time. The proposed solution consists of a low-cost WiFi scanner …

Enhancing Passive Wi-Fi Sensing-Based Crowd Analysis via a Deep Compressed Sensing Approach

W Chang, B Huang, Y Gao, L Hao… - IEEE Internet of Things …, 2024 - ieeexplore.ieee.org
Real-time awareness of crowd counts and distribution is vital for applications like crowd
management, traffic control, and urban planning. Compared to vision-based methods …