Deep learning for radio-based human sensing: Recent advances and future directions

I Nirmal, A Khamis, M Hassan, W Hu… - … Surveys & Tutorials, 2021 - ieeexplore.ieee.org
While decade-long research has clearly demonstrated the vast potential of radio frequency
(RF) for many human sensing tasks, scaling this technology to large scenarios remained …

Ubiquitous localization (UbiLoc): A survey and taxonomy on device free localization for smart world

RC Shit, S Sharma, D Puthal, P James… - … Surveys & Tutorials, 2019 - ieeexplore.ieee.org
The “Smart World” envisioned by technology will be achieved by the penetration of
intelligence into ubiquitous things, including physical objects, cyber-entities, social-elements …

Device-free human activity recognition using commercial WiFi devices

W Wang, AX Liu, M Shahzad, K Ling… - IEEE Journal on …, 2017 - ieeexplore.ieee.org
Since human bodies are good reflectors of wireless signals, human activities can be
recognized by monitoring changes in WiFi signals. However, existing WiFi-based human …

mD-Track: Leveraging multi-dimensionality for passive indoor Wi-Fi tracking

Y **e, J **ong, M Li, K Jamieson - The 25th Annual International …, 2019 - dl.acm.org
Wi-Fi localization and tracking face accuracy limitations dictated by antenna count (for angle-
of-arrival methods) and frequency bandwidth (for time-of-arrival methods). This paper …

[BOOK][B] Internet of things from hype to reality

A Rayes, S Salam - 2019 - Springer
Technology is becoming embedded in nearly everything in our lives. Just look around you
and you will see how the Internet has affected many aspects of our existence. Virtually …

MIMOCrypt: Multi-user privacy-preserving Wi-Fi sensing via MIMO encryption

J Luo, H Cao, H Jiang, Y Yang… - 2024 IEEE Symposium …, 2024 - ieeexplore.ieee.org
Wi-Fi signals may help realize low-cost and noninvasive human sensing, yet it can also be
exploited by eavesdroppers to capture private information. Very few studies rise to handle …

IRShield: A countermeasure against adversarial physical-layer wireless sensing

P Staat, S Mulzer, S Roth, V Moonsamy… - … IEEE Symposium on …, 2022 - ieeexplore.ieee.org
Wireless radio channels are known to contain information about the surrounding
propagation environment, which can be extracted using established wireless sensing …

Internet of things security and privacy

A Rayes, S Salam - Internet of Things From Hype to Reality: The Road to …, 2022 - Springer
This chapter focuses on defining the key IoT security and privacy requirements. A three-
domain IoT architecture is considered in the analysis where we analyze the attacks targeting …

Rf-protect: privacy against device-free human tracking

J Shenoy, Z Liu, B Tao, Z Kabelac… - Proceedings of the ACM …, 2022 - dl.acm.org
The advent of radio sensing that works through walls & obstacles challenges the notion of
indoor privacy. An eavesdropper can deploy such sensing to snoop on their neighbors and …

Et tu alexa? when commodity wifi devices turn into adversarial motion sensors

Y Zhu, Z **ao, Y Chen, Z Li, M Liu, BY Zhao… - arxiv preprint arxiv …, 2018 - arxiv.org
Our work demonstrates a new set of silent reconnaissance attacks, which leverages the
presence of commodity WiFi devices to track users inside private homes and offices, without …