WiFi sensing with channel state information: A survey

Y Ma, G Zhou, S Wang - ACM Computing Surveys (CSUR), 2019 - dl.acm.org
With the high demand for wireless data traffic, WiFi networks have experienced very rapid
growth, because they provide high throughput and are easy to deploy. Recently, Channel …

Power consumption analysis, measurement, management, and issues: A state-of-the-art review of smartphone battery and energy usage

PKD Pramanik, N Sinhababu, B Mukherjee… - ieee …, 2019 - ieeexplore.ieee.org
The advancement and popularity of smartphones have made it an essential and all-purpose
device. But lack of advancement in battery technology has held back its optimum potential …

How talkative is your mobile device? An experimental study of Wi-Fi probe requests

J Freudiger - Proceedings of the 8th ACM Conference on Security & …, 2015 - dl.acm.org
The IEEE 802.11 standard defines Wi-Fi probe requests as a active mechanism with which
mobile devices can request information from access points and accelerate the Wi-Fi …

Estimating crowd densities and pedestrian flows using wi-fi and bluetooth

L Schauer, M Werner, P Marcus - Proceedings of the 11th International …, 2014 - dl.acm.org
The rapid deployment of smartphones as all-purpose mobile computing systems has led to a
wide adoption of wireless communication systems such as Wi-Fi and Bluetooth in mobile …

Large-scale mobile app identification using deep learning

S Rezaei, B Kroencke, X Liu - IEEE Access, 2019 - ieeexplore.ieee.org
Many network services and tools (eg network monitors, malware-detection systems, routing
and billing policy enforcement modules in ISPs) depend on identifying the type of traffic that …

The dark side (-channel) of mobile devices: A survey on network traffic analysis

M Conti, QQ Li, A Maragno… - … surveys & tutorials, 2018 - ieeexplore.ieee.org
In recent years, mobile devices (eg, smartphones and tablets) have met an increasing
commercial success and have become a fundamental element of the everyday life for …

DemonicSalmon: Monitoring mental health and social interactions of college students using smartphones

M Boukhechba, AR Daros, K Fua, PI Chow… - Smart Health, 2018 - Elsevier
Mental health problems are a leading cause of disease burden and disability worldwide.
Social anxiety and depression are highly prevalent among college students. The current …

Handoff all your privacy: A review of apple's bluetooth low energy continuity protocol

J Martin, D Alpuche, K Bodeman, L Brown… - arxiv preprint arxiv …, 2019 - arxiv.org
We investigate Apple's Bluetooth Low Energy (BLE) Continuity protocol, designed to support
interoperability and communication between iOS and macOS devices, and show that the …

Mind your probes: De-anonymization of large crowds through smartphone WiFi probe requests

A Di Luzio, A Mei, J Stefa - IEEE INFOCOM 2016-The 35th …, 2016 - ieeexplore.ieee.org
Whenever our smartphones have their WiFi radio interface on, they periodically try to
connect to known wireless APs (networks the user has connected to in the past). This is …

A billion open interfaces for eve and mallory:{MitM},{DoS}, and tracking attacks on {iOS} and {macOS} through apple wireless direct link

M Stute, S Narain, A Mariotto, A Heinrich… - 28th USENIX Security …, 2019 - usenix.org
Apple Wireless Direct Link (AWDL) is a key protocol in Apple's ecosystem used by over one
billion iOS and macOS devices for device-to-device communications. AWDL is a proprietary …