[HTML][HTML] Privacy-preserving artificial intelligence in healthcare: Techniques and applications

N Khalid, A Qayyum, M Bilal, A Al-Fuqaha… - Computers in Biology and …, 2023 - Elsevier
There has been an increasing interest in translating artificial intelligence (AI) research into
clinically-validated applications to improve the performance, capacity, and efficacy of …

[HTML][HTML] Generalizable machine learning for stress monitoring from wearable devices: A systematic literature review

G Vos, K Trinh, Z Sarnyai, MR Azghadi - International Journal of Medical …, 2023 - Elsevier
Introduction Wearable sensors have shown promise as a non-intrusive method for collecting
biomarkers that may correlate with levels of elevated stress. Stressors cause a variety of …

[HTML][HTML] A survey on wireless wearable body area networks: A perspective of technology and economy

DS Bhatti, S Saleem, A Imran, Z Iqbal, A Alzahrani… - Sensors, 2022 - mdpi.com
The deployment of wearable or body-worn devices is increasing rapidly, and thus
researchers' interests mainly include technical and economical issues, such as networking …

Pointwise maximal leakage

S Saeidian, G Cervia, TJ Oechtering… - IEEE Transactions on …, 2023 - ieeexplore.ieee.org
We introduce a privacy measure called pointwise maximal leakage, generalizing the pre-
existing notion of maximal leakage, which quantifies the amount of information leaking about …

Sensing health: a bibliometric analysis of wearable sensors in healthcare

A Azizan, W Ahmed, AHA Razak - Health and Technology, 2024 - Springer
Purpose This study aimed to provide a bibliometric analysis reviewing research trends and
developments in wearable health sensors over the past decade. The goal was to map the …

Edge-DPSDG: An Edge-based Differential Privacy Protection Model for Smart Healthcare

M Lyu, Z Ni, Q Chen, F Li - IEEE Transactions on Big Data, 2024 - ieeexplore.ieee.org
The edge computing paradigm has revolutionized the healthcare sector, providing more real-
time medical data processing and analysis, which also poses more serious privacy and …

Security and Privacy of Wearable Wireless Sensors in Healthcare: A Systematic Review

R Kaur, S Shahrestani, C Ruan - Computer Networks and …, 2024 - ojs.wiserpub.com
Abstract Wearable Wireless Sensor Network (WWSN) devices are widely used in healthcare
to monitor health data. However, when WWSN users transmit their data to healthcare …

Introduction to IoT

TN Ananna, M Saifuzzaman - arXiv preprint arXiv:2312.06689, 2023 - arxiv.org
The Internet of Things (IoT) has rapidly transformed the 21st century, enhancing decision-
making processes and introducing innovative consumer services such as pay-as-you-use …

Practical crowdsourcing of wearable IoT data with local differential privacy

T Marchioro, A Kazlouski, EP Markatos - Proceedings of the 8th ACM …, 2023 - dl.acm.org
In this work, we present and evaluate a crowdsourcing platform to collect wearable IoT data
with local differential privacy (LDP). LDP protects privacy by perturbing data with noise …

Design of surveillance technologies and privacy concerns

R Ahmad, U Gal, N Liu - 2023 - scholarspace.manoa.hawaii.edu
Researchers from numerous management, social sciences and psychological disciplines
have attempted to investigate the phenomenon of surveillance and the way it influences …