A Tutorial On Privacy, RCM and Its Implications in WLAN
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 …
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
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 …
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 …
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
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 …
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 …
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
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 …
based on the analysis of management messages generated by Wi-Fi devices and which rely …
What WiFi probe requests can tell you
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 …
smartphones, tablets or even laptops, most of them with an active WiFi interface. This …
Introducing benchmarks for evaluating user-privacy vulnerability in WiFi
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 …
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 …
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 …
management, traffic control, and urban planning. Compared to vision-based methods …