A review on the role of machine learning in enabling IoT based healthcare applications

HK Bharadwaj, A Agarwal, V Chamola… - IEEE …, 2021 - ieeexplore.ieee.org
The Internet of Things (IoT) is playing a vital role in the rapid automation of the healthcare
sector. The branch of IoT dedicated towards medical science is at times termed as …

Security and privacy for the internet of medical things enabled healthcare systems: A survey

Y Sun, FPW Lo, B Lo - IEEE Access, 2019 - ieeexplore.ieee.org
With the increasing demands on quality healthcare and the raising cost of care, pervasive
healthcare is considered as a technological solutions to address the global health issues. In …

Key generation for internet of things: A contemporary survey

W Xu, J Zhang, S Huang, C Luo, W Li - ACM Computing Surveys (CSUR …, 2021 - dl.acm.org
Key generation is a promising technique to bootstrap secure communications for the Internet
of Things devices that have no prior knowledge between each other. In the past few years, a …

An artificial neural network framework for gait-based biometrics

Y Sun, B Lo - IEEE journal of biomedical and health informatics, 2018 - ieeexplore.ieee.org
As the popularity of wearable and the implantable body sensor network (BSN) devices
increases, there is a growing concern regarding the data security of such power-constrained …

Shake to communicate: Secure handshake acceleration-based pairing mechanism for wrist worn devices

Q Jiang, X Huang, N Zhang, K Zhang… - IEEE Internet of …, 2019 - ieeexplore.ieee.org
With the booming penetration of wrist worn smart devices in daily lives, a wide range of
applications have been enabled, such as exchanging social information, sharing sports …

Security properties of gait for mobile device pairing

A Bruesch, N Nguyen, D Schürmann… - IEEE Transactions on …, 2019 - ieeexplore.ieee.org
Gait has been proposed as a feature for mobile device pairing across arbitrary positions on
the human body. Results indicate that the correlation in gait-based features across different …

Auto-Key: Using autoencoder to speed up gait-based key generation in body area networks

Y Wu, Q Lin, H Jia, M Hassan, W Hu - … of the ACM on Interactive, Mobile …, 2020 - dl.acm.org
With the rising popularity of wearable devices and sensors, shielding Body Area Networks
(BANs) from eavesdroppers has become an urgent problem to solve. Since the conventional …

Accelerometer-based key generation and distribution method for wearable IoT devices

F Sun, W Zang, H Huang… - IEEE Internet of Things …, 2020 - ieeexplore.ieee.org
With the fast development of wearable IoT devices, their applications are becoming more
and more pervasive, ranging from social networking, payment, and navigation to health and …

Adversary models for mobile device authentication

R Mayrhofer, S Sigg - ACM Computing Surveys (CSUR), 2021 - dl.acm.org
Mobile device authentication has been a highly active research topic for over 10 years, with
a vast range of methods proposed and analyzed. In related areas, such as secure channel …

A survey of wearable devices pairing based on biometric signals

J Pourbemany, Y Zhu, R Bettati - IEEE Access, 2023 - ieeexplore.ieee.org
With the rapid growth of wearable devices, more applications require direct communication
between wearable devices. To secure the communication between wearable devices …