RF-net: A unified meta-learning framework for RF-enabled one-shot human activity recognition

S Ding, Z Chen, T Zheng, J Luo - Proceedings of the 18th Conference on …, 2020 - dl.acm.org
Radio-Frequency (RF) based device-free Human Activity Recognition (HAR) rises as a
promising solution for many applications. However, device-free (or contactless) sensing is …

Ubiquitous acoustic sensing on commodity iot devices: A survey

C Cai, R Zheng, J Luo - IEEE Communications Surveys & …, 2022 - ieeexplore.ieee.org
With the proliferation of Internet-of-Things (IoT) devices, acoustic sensing attracts significant
attention in recent years. It exploits acoustic transceivers such as microphones and speakers …

Rf-based human activity recognition using signal adapted convolutional neural network

Z Chen, C Cai, T Zheng, J Luo… - IEEE Transactions on …, 2021 - ieeexplore.ieee.org
Human activity recognition (HAR) plays a critical role in a wide range of real-world
applications, and it is traditionally achieved via wearable sensing. Recently, to avoid the …

mmEve: eavesdropping on smartphone's earpiece via COTS mmWave device

C Wang, F Lin, T Liu, K Zheng, Z Wang, Z Li… - Proceedings of the 28th …, 2022 - dl.acm.org
Earpiece mode of smartphones is often used for confidential communication. In this paper,
we proposed a remote (> 2m) and motion-resilient attack on smartphone earpiece. We …

Milliear: Millimeter-wave acoustic eavesdropping with unconstrained vocabulary

P Hu, Y Ma, PS Santhalingam… - IEEE INFOCOM 2022 …, 2022 - ieeexplore.ieee.org
As acoustic communication systems become more common in homes and offices,
eavesdropping brings significant security and privacy risks. Current approaches of acoustic …

mmphone: Acoustic eavesdropping on loudspeakers via mmwave-characterized piezoelectric effect

C Wang, F Lin, T Liu, Z Liu, Y Shen, Z Ba… - … -IEEE Conference on …, 2022 - ieeexplore.ieee.org
More and more people turn to online voice communication with loudspeaker-equipped
devices due to its convenience. To prevent speech leakage, soundproof rooms are often …

mmspy: Spying phone calls using mmwave radars

S Basak, M Gowda - 2022 IEEE Symposium on Security and …, 2022 - ieeexplore.ieee.org
This paper presents a system mmSpy that shows the feasibility of eavesdropping phone
calls remotely. Towards this end, mmSpy performs sensing of earpiece vibrations using an …

AcuTe: Acoustic thermometer empowered by a single smartphone

C Cai, Z Chen, H Pu, L Ye, M Hu, J Luo - Proceedings of the 18th …, 2020 - dl.acm.org
Though measuring ambient temperature is often deemed as an easy job, collecting large-
scale temperature readings in real-time is still a formidable task. The recent boom of network …

mmecho: A mmwave-based acoustic eavesdropping method

P Hu, W Li, R Spolaor, X Cheng - Proceedings of the ACM Turing Award …, 2023 - dl.acm.org
Acoustic eavesdropping on private or confidential spaces poses a significant privacy threat.
While soundproof rooms can mitigate these risks to some extent, they are unable to counter …

Measuring micrometer-level vibrations with mmwave radar

J Guo, Y He, C Jiang, M Jin, S Li… - IEEE Transactions …, 2021 - ieeexplore.ieee.org
Vibration measurement is a crucial task in industrial systems, where vibration characteristics
reflect health conditions and indicate anomalies of the devices. Previous approaches either …