Deep learning in human activity recognition with wearable sensors: A review on advances

S Zhang, Y Li, S Zhang, F Shahabi, S Xia, Y Deng… - Sensors, 2022 - mdpi.com
Mobile and wearable devices have enabled numerous applications, including activity
tracking, wellness monitoring, and human–computer interaction, that measure and improve …

Sensing with earables: A systematic literature review and taxonomy of phenomena

T Röddiger, C Clarke, P Breitling… - Proceedings of the …, 2022 - dl.acm.org
Earables have emerged as a unique platform for ubiquitous computing by augmenting ear-
worn devices with state-of-the-art sensing. This new platform has spurred a wealth of new …

Speculative privacy concerns about AR glasses data collection

A Gallardo, C Choy, J Juneja, E Bozkir… - Proceedings on …, 2023 - petsymposium.org
As technology companies develop mass market augmented reality (AR) glasses that are
increasingly sensor-laden and affordable, uses of such devices pose potential privacy and …

Robust detection of machine-induced audio attacks in intelligent audio systems with microphone array

Z Li, C Shi, T Zhang, Y Xie, J Liu, B Yuan… - Proceedings of the 2021 …, 2021 - dl.acm.org
With the popularity of intelligent audio systems in recent years, their vulnerabilities have
become an increasing public concern. Existing studies have designed a set of machine …

Earmonitor: In-ear motion-resilient acoustic sensing using commodity earphones

X Sun, J Xiong, C Feng, W Deng, X Wei… - Proceedings of the …, 2023 - dl.acm.org
Earphones are emerging as the most popular wearable devices and there has been a
growing trend in bringing intelligence to earphones. Previous efforts include adding extra …

Earhealth: an earphone-based acoustic otoscope for detection of multiple ear diseases in daily life

Y Jin, Y Gao, X Guo, J Wen, Z Li, Z Jin - Proceedings of the 20th annual …, 2022 - dl.acm.org
With the aging of the population and the long-time wearing of earphones, hearing health has
gradually emerged as a worldwide health issue. Early detection of hearing health conditions …

TeethPass: Dental occlusion-based user authentication via in-ear acoustic sensing

Y Xie, F Li, Y Wu, H Chen, Z Zhao… - IEEE INFOCOM 2022 …, 2022 - ieeexplore.ieee.org
With the rapid development of mobile devices and the fast increase of sensitive data, secure
and convenient mobile authentication technologies are desired. Except for traditional …

Beyond accuracy: a critical review of fairness in machine learning for mobile and wearable computing

S Yfantidou, M Constantinides, D Spathis… - arXiv preprint arXiv …, 2023 - arxiv.org
The field of mobile and wearable computing is undergoing a revolutionary integration of
machine learning. Devices can now diagnose diseases, predict heart irregularities, and …

Earace: Empowering versatile acoustic sensing via earable active noise cancellation platform

Y Cao, C Cai, A Yu, F Li, J Luo - Proceedings of the ACM on Interactive …, 2023 - dl.acm.org
In recent years, particular attention has been devoted to earable acoustic sensing due to its
numerous applications. However, the lack of a common platform for accessing raw audio …

Wristacoustic: through-wrist acoustic response based authentication for smartwatches

JH Huh, H Shin, HM Kim, E Cheon, Y Song… - Proceedings of the …, 2023 - dl.acm.org
PIN and pattern lock are difficult to accurately enter on small watch screens, and are
vulnerable against guessing attacks. To address these problems, this paper proposes a …